{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Importing PulP solver\n",
    "from pulp import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Inputing the demand points\n",
    "demand_points=['Mina Salman','Larnaca Port','Port of Alexandria','Port of Bandar Abbas','Port of Umm Qasr','Port of Haifa','Port of Aqaba','Port of Shuwaikh','Port of Beirut','Port of Salalah','Port of Gaza','Port of Doha','Port of King Abdul Aziz','Port of Jeddah','Port of Latakia','Port of Mersin','Port of Jebel Ali','Port of Hodeidah']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Inputing the distances\n",
    "distance = dict(zip(demand_points,[dict(zip(demand_points, [0,1357.3222,1502.3222,380,356.9374,1177.3222,1233.0458,285.9374,1239.5253,174.9461,1260.3222,140,82.9374,918.7908,1374.4907,1410.3222,327,904.3502])),\n",
    "dict(zip(demand_points, [1357.3222,0,426,1685.739,1104.739,180,542.0412,1162.9377,138,1532.2683,207,1497.3222,1330.7564,1035,275,253.5098,1684.3222,1482])),\n",
    "dict(zip(demand_points, [1502.3222,426,0,1840.7564,1326.728,325,548.2183,1307.9377,395,1677.2683,242,1642.3222,1475.7564,1024,490,546,1829.3222,1517])),\n",
    "dict(zip(demand_points, [380,1685.739,1840.7564,0,581,1515.7564,1570.184,537,1547.739,554.9461,1598.7564,355,365,1259.1688,1604.758,1693.758,173,1155.4128])),\n",
    "dict(zip(demand_points, [356.9374,1104.739,1326.728,581,0,1001.728,1108.3654,71,966.739,531.8835,1084.728,490,274,1063.6569,1023.758,1112.758,606,689.4128])),\n",
    "dict(zip(demand_points, [1177.3222,180,325,1515.7564,1001.728,0,362.0412,982.9377,81,1352.2683,83,1317.3222,1150.7564,911,237,233,1504.3222,1358])),\n",
    "dict(zip(demand_points, [1233.0458,542.0412,548.2183,1570.184,1108.3654,362.0412,0,1037.3654,443.0412,1407.9919,445.0412,1373.0458,1205.184,571,599.0412,595.0412,1560.0458,1110])),\n",
    "dict(zip(demand_points, [285.9374,1162.9377,1307.9377,537,71,982.9377,1037.3654,0,1030.8859,460.8835,1065.9377,421,203,992.6569,1088.5533,1177.5533,562,618.4128])),\n",
    "dict(zip(demand_points, [1239.5253,138,395,1547.739,966.739,81,443.0412,1030.8859,0,1414.4714,153,1379.5253,1216.1991,981,185.4752,191,1566.5253,1428])),\n",
    "dict(zip(demand_points, [174.9461,1532.2683,1677.2683,554.9461,531.8835,1352.2683,1407.9919,460.8835,1414.4714,0,1435.2683,314.9461,257.8835,1093.7369,1549.4368,1585.2683,501.9461,833])),\n",
    "dict(zip(demand_points, [1260.3222,207,242,1598.7564,1084.728,83,445.0412,1065.9377,153,1435.2683,0,1400.3222,1233.7564,828,248,316,1587.3222,1275])),\n",
    "dict(zip(demand_points, [140,1497.3222,1642.3222,355,490,1317.3222,1373.0458,421,1379.5253,314.9461,1400.3222,0,219,1044.4928,1509.5533,1550.3222,187,1039.4128])),\n",
    "dict(zip(demand_points, [82.9374,1330.7564,1475.7564,365,274,1150.7564,1205.184,203,1216.1991,257.8835,1233.7564,219,0,894.1688,1291.5533,1380.5533,389,821.4128])),\n",
    "dict(zip(demand_points, [918.7908,1035,1024,1259.1688,1063.6569,911,571,992.6569,981,1093.7369,828,1044.4928,894.1688,0,1076,1144,1231.102,539])),\n",
    "dict(zip(demand_points, [1374.4907,275,490,1604.758,1023.758,237,599.0412,1088.5533,185.4752,1549.4368,248,1509.5533,1291.5533,1076,0,89,1629.758,1523])),\n",
    "dict(zip(demand_points, [1410.3222,253.5098,546,1693.758,1112.758,233,595.0412,1177.5533,191,1585.2683,316,1550.3222,1380.5533,1144,89,0,1718.758,1591])),\n",
    "dict(zip(demand_points, [327,1684.3222,1829.3222,173,606,1504.3222,1560.0458,562,1566.5253,501.9461,1587.3222,187,389,1231.102,1629.758,1718.758,0,1180.4128])),\n",
    "dict(zip(demand_points, [904.3502,1482,1517,1155.4128,689.4128,1358,1110,618.4128,1428,833,1275,1039.4128,821.4128,539,1523,1591,1180.4128,0]))]))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Constraint"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "vehicle_demands=dict(zip(demand_points, [52926740.45,20211709.62,219933980.04,150919247.29,216546853.27,219082653.37,107530347.57,133005844.58,49856593.12,150185708.09,11357941.91,55444187.63,255172735.53,255172735.53,30226871.78,133474473.15,494016476.75,16109213.06]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Decision Variables\n",
    "X = LpVariable.dicts('X%s%s', (demand_points,demand_points),\n",
    "                     cat = 'Binary',\n",
    "                     lowBound = 0,\n",
    "                     upBound = 1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Setting up the minimization problem\n",
    "\n",
    "prob=LpProblem ('P Median',LpMinimize)\n",
    "prob+= sum(sum(vehicle_demands[j]*distance[i][j]*X[i][j] for j in demand_points)for i in demand_points)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "P Median:\n",
       "MINIMIZE\n",
       "71838639786.423*XLarnaca_PortMina_Salman + 93691875497.04*XLarnaca_PortPort_of_Alexandria + 58285878633.25988*XLarnaca_PortPort_of_Aqaba + 254410461007.3973*XLarnaca_PortPort_of_Bandar_Abbas + 6880209850.559999*XLarnaca_PortPort_of_Beirut + 83017812999.3644*XLarnaca_PortPort_of_Doha + 2351093975.37*XLarnaca_PortPort_of_Gaza + 39434877606.6*XLarnaca_PortPort_of_Haifa + 23873853754.920002*XLarnaca_PortPort_of_Hodeidah + 832082918955.8088*XLarnaca_PortPort_of_Jebel_Ali + 264103781273.55*XLarnaca_PortPort_of_Jeddah + 339572750912.0549*XLarnaca_PortPort_of_King_Abdul_Aziz + 8312389739.5*XLarnaca_PortPort_of_Latakia + 33837086993.361874*XLarnaca_PortPort_of_Mersin + 230124799619.36053*XLarnaca_PortPort_of_Salalah + 154677510982.42267*XLarnaca_PortPort_of_Shuwaikh + 239227754134.64655*XLarnaca_PortPort_of_Umm_Qasr + 27433802167.179565*XMina_SalmanLarnaca_Port + 330411700748.4489*XMina_SalmanPort_of_Alexandria + 132589843443.72871*XMina_SalmanPort_of_Aqaba + 57349313970.2*XMina_SalmanPort_of_Bandar_Abbas + 61798508544.04594*XMina_SalmanPort_of_Beirut + 7762186268.200001*XMina_SalmanPort_of_Doha + 14314666335.483402*XMina_SalmanPort_of_Gaza + 257930871447.40582*XMina_SalmanPort_of_Haifa + 14568370052.653612*XMina_SalmanPort_of_Hodeidah + 161543387897.25*XMina_SalmanPort_of_Jebel_Ali + 234450361815.79712*XMina_SalmanPort_of_Jeddah + 21163363235.745823*XMina_SalmanPort_of_King_Abdul_Aziz + 41546554151.702446*XMina_SalmanPort_of_Latakia + 188242012616.74896*XMina_SalmanPort_of_Mersin + 26274403906.08395*XMina_SalmanPort_of_Salalah + 38031345384.00929*XMina_SalmanPort_of_Shuwaikh + 77293670784.3753*XMina_SalmanPort_of_Umm_Qasr + 8610188298.12*XPort_of_AlexandriaLarnaca_Port + 79513017151.673*XPort_of_AlexandriaMina_Salman + 58950104343.23453*XPort_of_AlexandriaPort_of_Aqaba + 277805570332.2501*XPort_of_AlexandriaPort_of_Bandar_Abbas + 19693354282.399998*XPort_of_AlexandriaPort_of_Beirut + 91057220205.7144*XPort_of_AlexandriaPort_of_Doha + 2748621942.2200003*XPort_of_AlexandriaPort_of_Gaza + 71201862345.25*XPort_of_AlexandriaPort_of_Haifa + 24437676212.02*XPort_of_AlexandriaPort_of_Hodeidah + 903715308084.5588*XPort_of_AlexandriaPort_of_Jebel_Ali + 261296881182.72*XPort_of_AlexandriaPort_of_Jeddah + 376572797563.9049*XPort_of_AlexandriaPort_of_King_Abdul_Aziz + 14811167172.2*XPort_of_AlexandriaPort_of_Latakia + 72877062339.90001*XPort_of_AlexandriaPort_of_Mersin + 251901727292.41055*XPort_of_AlexandriaPort_of_Salalah + 173963358446.52264*XPort_of_AlexandriaPort_of_Shuwaikh + 287298773545.20056*XPort_of_AlexandriaPort_of_Umm_Qasr + 10955579336.476345*XPort_of_AqabaLarnaca_Port + 65261095019.56262*XPort_of_AqabaMina_Salman + 120571832649.76273*XPort_of_AqabaPort_of_Alexandria + 236970987386.80133*XPort_of_AqabaPort_of_Bandar_Abbas + 22088524843.796543*XPort_of_AqabaPort_of_Beirut + 76127408959.78346*XPort_of_AqabaPort_of_Doha + 5054752097.1566925*XPort_of_AqabaPort_of_Gaza + 79316946725.25885*XPort_of_AqabaPort_of_Haifa + 17881226496.600002*XPort_of_AqabaPort_of_Hodeidah + 770688329684.6353*XPort_of_AqabaPort_of_Jebel_Ali + 145703631987.63*XPort_of_AqabaPort_of_Jeddah + 307530098096.9875*XPort_of_AqabaPort_of_King_Abdul_Aziz + 18107141543.337337*XPort_of_AqabaPort_of_Latakia + 79422810672.54378*XPort_of_AqabaPort_of_Mersin + 211460260486.48447*XPort_of_AqabaPort_of_Salalah + 137975661165.06952*XPort_of_AqabaPort_of_Shuwaikh + 240013039643.34485*XPort_of_AqabaPort_of_Umm_Qasr + 34071667163.109184*XPort_of_Bandar_AbbasLarnaca_Port + 20112161371.0*XPort_of_Bandar_AbbasMina_Salman + 404844881336.10223*XPort_of_Bandar_AbbasPort_of_Alexandria + 168842431268.85287*XPort_of_Bandar_AbbasPort_of_Aqaba + 77164993578.95567*XPort_of_Bandar_AbbasPort_of_Beirut + 19682686608.65*XPort_of_Bandar_AbbasPort_of_Doha + 18158582319.440723*XPort_of_Bandar_AbbasPort_of_Gaza + 332075933974.5591*XPort_of_Bandar_AbbasPort_of_Haifa + 18612790967.451168*XPort_of_Bandar_AbbasPort_of_Hodeidah + 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310340851296.124*XPort_of_BeirutPort_of_King_Abdul_Aziz + 5606335088.769856*XPort_of_BeirutPort_of_Latakia + 25493624371.65*XPort_of_BeirutPort_of_Mersin + 212433388782.05362*XPort_of_BeirutPort_of_Salalah + 137113849795.11342*XPort_of_BeirutPort_of_Shuwaikh + 209344288383.38654*XPort_of_BeirutPort_of_Umm_Qasr + 30263441513.97957*XPort_of_DohaLarnaca_Port + 7409743663.0*XPort_of_DohaMina_Salman + 361202457954.0489*XPort_of_DohaPort_of_Alexandria + 147644092103.52872*XPort_of_DohaPort_of_Aqaba + 53576332787.95*XPort_of_DohaPort_of_Bandar_Abbas + 68778431580.84593*XPort_of_DohaPort_of_Beirut + 15904778202.883404*XPort_of_DohaPort_of_Gaza + 288602442919.2058*XPort_of_DohaPort_of_Haifa + 16744122252.491169*XPort_of_DohaPort_of_Hodeidah + 92381081152.25*XPort_of_DohaPort_of_Jebel_Ali + 266526085017.3892*XPort_of_DohaPort_of_Jeddah + 55882829081.07*XPort_of_DohaPort_of_King_Abdul_Aziz + 45629074044.17588*XPort_of_DohaPort_of_Latakia + 206928438857.74896*XPort_of_DohaPort_of_Mersin + 47300403038.68395*XPort_of_DohaPort_of_Salalah + 55995460568.18*XPort_of_DohaPort_of_Shuwaikh + 106107958102.3*XPort_of_DohaPort_of_Umm_Qasr + 4183823891.34*XPort_of_GazaLarnaca_Port + 66704745962.772995*XPort_of_GazaMina_Salman + 53224023169.68*XPort_of_GazaPort_of_Alexandria + 47855434918.96988*XPort_of_GazaPort_of_Aqaba + 241283112488.07013*XPort_of_GazaPort_of_Bandar_Abbas + 7628058747.36*XPort_of_GazaPort_of_Beirut + 77639726799.2544*XPort_of_GazaPort_of_Doha + 18183860229.71*XPort_of_GazaPort_of_Haifa + 20539246651.5*XPort_of_GazaPort_of_Hodeidah + 784163320711.0588*XPort_of_GazaPort_of_Jebel_Ali + 211283025018.84*XPort_of_GazaPort_of_Jeddah + 314820995565.6449*XPort_of_GazaPort_of_King_Abdul_Aziz + 7496264201.440001*XPort_of_GazaPort_of_Latakia + 42177933515.4*XPort_of_GazaPort_of_Mersin + 215556785934.63055*XPort_of_GazaPort_of_Salalah + 141775944058.16266*XPort_of_GazaPort_of_Shuwaikh + 234894435053.8606*XPort_of_GazaPort_of_Umm_Qasr + 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119358685802.7*XPort_of_HodeidahPort_of_Aqaba + 174374030085.23132*XPort_of_HodeidahPort_of_Bandar_Abbas + 71195214975.36*XPort_of_HodeidahPort_of_Beirut + 57629398308.22367*XPort_of_HodeidahPort_of_Doha + 14481375935.25*XPort_of_HodeidahPort_of_Gaza + 297514243276.46*XPort_of_HodeidahPort_of_Haifa + 583143372566.6024*XPort_of_HodeidahPort_of_Jebel_Ali + 137538104450.67*XPort_of_HodeidahPort_of_Jeddah + 209602151175.35678*XPort_of_HodeidahPort_of_King_Abdul_Aziz + 46035525720.94*XPort_of_HodeidahPort_of_Latakia + 212357886781.65002*XPort_of_HodeidahPort_of_Mersin + 125104694838.97*XPort_of_HodeidahPort_of_Salalah + 82252516763.08261*XPort_of_HodeidahPort_of_Shuwaikh + 149290172444.05984*XPort_of_HodeidahPort_of_Umm_Qasr + 34043031212.919567*XPort_of_Jebel_AliLarnaca_Port + 17307044127.15*XPort_of_Jebel_AliMina_Salman + 402330112221.5289*XPort_of_Jebel_AliPort_of_Alexandria + 167752267099.1187*XPort_of_Jebel_AliPort_of_Aqaba + 26109029781.17*XPort_of_Jebel_AliPort_of_Bandar_Abbas + 78101614494.28593*XPort_of_Jebel_AliPort_of_Beirut + 10368063086.810001*XPort_of_Jebel_AliPort_of_Doha + 18028713340.053402*XPort_of_Jebel_AliPort_of_Gaza + 329570899099.3958*XPort_of_Jebel_AliPort_of_Haifa + 19015521293.951168*XPort_of_Jebel_AliPort_of_Hodeidah + 314143665056.4541*XPort_of_Jebel_AliPort_of_Jeddah + 99262194121.17*XPort_of_Jebel_AliPort_of_King_Abdul_Aziz + 49262486098.429245*XPort_of_Jebel_AliPort_of_Latakia + 229410318522.34772*XPort_of_Jebel_AliPort_of_Mersin + 75385130451.51395*XPort_of_Jebel_AliPort_of_Salalah + 74749284653.95999*XPort_of_Jebel_AliPort_of_Shuwaikh + 131227393081.62001*XPort_of_Jebel_AliPort_of_Umm_Qasr + 20919119456.7*XPort_of_JeddahLarnaca_Port + 48628602199.44786*XPort_of_JeddahMina_Salman + 225212395560.96*XPort_of_JeddahPort_of_Alexandria + 61399828462.46999*XPort_of_JeddahPort_of_Aqaba + 190032807507.05252*XPort_of_JeddahPort_of_Bandar_Abbas + 48909317850.71999*XPort_of_JeddahPort_of_Beirut + 57911054781.38406*XPort_of_JeddahPort_of_Doha + 9404375901.48*XPort_of_JeddahPort_of_Gaza + 199584297220.07*XPort_of_JeddahPort_of_Haifa + 8682865839.34*XPort_of_JeddahPort_of_Hodeidah + 608184672559.8785*XPort_of_JeddahPort_of_Jebel_Ali + 228167498721.57748*XPort_of_JeddahPort_of_King_Abdul_Aziz + 32524114035.280003*XPort_of_JeddahPort_of_Latakia + 152694797283.6*XPort_of_JeddahPort_of_Mersin + 164263650790.66153*XPort_of_JeddahPort_of_Salalah + 132029169362.6646*XPort_of_JeddahPort_of_Shuwaikh + 230331554653.92307*XPort_of_JeddahPort_of_Umm_Qasr + 26896861931.75657*XPort_of_King_Abdul_AzizLarnaca_Port + 4389606243.39783*XPort_of_King_Abdul_AzizMina_Salman + 324568978621.50226*XPort_of_King_Abdul_AzizPort_of_Alexandria + 129593854405.80287*XPort_of_King_Abdul_AzizPort_of_Aqaba + 55085525260.85*XPort_of_King_Abdul_AzizPort_of_Bandar_Abbas + 60635543681.61019*XPort_of_King_Abdul_AzizPort_of_Beirut + 12142277090.970001*XPort_of_King_Abdul_AzizPort_of_Doha + 14012933522.290724*XPort_of_King_Abdul_AzizPort_of_Gaza + 252110765494.50906*XPort_of_King_Abdul_AzizPort_of_Haifa + 13232313805.411167*XPort_of_King_Abdul_AzizPort_of_Hodeidah + 192172409455.75*XPort_of_King_Abdul_AzizPort_of_Jebel_Ali + 228167498721.57748*XPort_of_King_Abdul_AzizPort_of_Jeddah + 39039615996.13588*XPort_of_King_Abdul_AzizPort_of_Latakia + 184268624372.9939*XPort_of_King_Abdul_AzizPort_of_Mersin + 38730416052.227516*XPort_of_King_Abdul_AzizPort_of_Salalah + 27000186449.739998*XPort_of_King_Abdul_AzizPort_of_Shuwaikh + 59333837795.98*XPort_of_King_Abdul_AzizPort_of_Umm_Qasr + 5558220145.5*XPort_of_LatakiaLarnaca_Port + 72747312529.83882*XPort_of_LatakiaMina_Salman + 107767650219.59999*XPort_of_LatakiaPort_of_Alexandria + 64415108444.74988*XPort_of_LatakiaPort_of_Aqaba + 242188869442.6058*XPort_of_LatakiaPort_of_Bandar_Abbas + 9247161580.250624*XPort_of_LatakiaPort_of_Beirut + 83695956402.68568*XPort_of_LatakiaPort_of_Doha + 2816769593.68*XPort_of_LatakiaPort_of_Gaza + 51922588848.69*XPort_of_LatakiaPort_of_Haifa + 24534331490.38*XPort_of_LatakiaPort_of_Hodeidah + 805127305115.1265*XPort_of_LatakiaPort_of_Jebel_Ali + 274565863430.28*XPort_of_LatakiaPort_of_Jeddah + 329569188643.79877*XPort_of_LatakiaPort_of_King_Abdul_Aziz + 11879228110.35*XPort_of_LatakiaPort_of_Mersin + 232703262948.7037*XPort_of_LatakiaPort_of_Salalah + 144783951036.84613*XPort_of_LatakiaPort_of_Shuwaikh + 221691573409.98868*XPort_of_LatakiaPort_of_Umm_Qasr + 5123866463.424276*XPort_of_MersinLarnaca_Port + 74643757030.273*XPort_of_MersinMina_Salman + 120083953101.84*XPort_of_MersinPort_of_Alexandria + 63984987054.46988*XPort_of_MersinPort_of_Aqaba + 255620682451.4158*XPort_of_MersinPort_of_Bandar_Abbas + 9522609285.92*XPort_of_MersinPort_of_Beirut + 85956354943.7544*XPort_of_MersinPort_of_Doha + 3589109643.56*XPort_of_MersinPort_of_Gaza + 51046258235.21*XPort_of_MersinPort_of_Haifa + 25629757978.46*XPort_of_MersinPort_of_Hodeidah + 849094771545.8765*XPort_of_MersinPort_of_Jebel_Ali + 291917609446.32*XPort_of_MersinPort_of_Jeddah + 352279562105.96875*XPort_of_MersinPort_of_King_Abdul_Aziz + 2690191588.42*XPort_of_MersinPort_of_Latakia + 238084642148.13055*XPort_of_MersinPort_of_Salalah + 156621471204.46613*XPort_of_MersinPort_of_Shuwaikh + 240964243351.01868*XPort_of_MersinPort_of_Umm_Qasr + 30969761939.531048*XPort_of_SalalahLarnaca_Port + 9259326827.439745*XPort_of_SalalahMina_Salman + 368888292813.9247*XPort_of_SalalahPort_of_Alexandria + 151401858382.74466*XPort_of_SalalahPort_of_Aqaba + 83752047698.52106*XPort_of_SalalahPort_of_Bandar_Abbas + 70520725069.67676*XPort_of_SalalahPort_of_Beirut + 17461930661.736744*XPort_of_SalalahPort_of_Doha + 16301693976.664454*XPort_of_SalalahPort_of_Gaza + 296258527232.13916*XPort_of_SalalahPort_of_Haifa + 13418974478.98*XPort_of_SalalahPort_of_Hodeidah + 247969643840.40317*XPort_of_SalalahPort_of_Jebel_Ali + 279091836723.1021*XPort_of_SalalahPort_of_Jeddah + 65804838143.05076*XPort_of_SalalahPort_of_King_Abdul_Aziz + 46834627484.81351*XPort_of_SalalahPort_of_Latakia + 211592851143.89615*XPort_of_SalalahPort_of_Mersin + 61300199170.486435*XPort_of_SalalahPort_of_Shuwaikh + 115177698231.23405*XPort_of_SalalahPort_of_Umm_Qasr + 23504959098.550674*XPort_of_ShuwaikhLarnaca_Port + 15133734554.747831*XPort_of_ShuwaikhMina_Salman + 287659944005.36346*XPort_of_ShuwaikhPort_of_Alexandria + 111548262019.09206*XPort_of_ShuwaikhPort_of_Aqaba + 81043635794.73*XPort_of_ShuwaikhPort_of_Bandar_Abbas + 51396458869.44501*XPort_of_ShuwaikhPort_of_Beirut + 23342002992.23*XPort_of_ShuwaikhPort_of_Doha + 12106858476.279007*XPort_of_ShuwaikhPort_of_Gaza + 215344599413.40503*XPort_of_ShuwaikhPort_of_Haifa + 9962143554.231167*XPort_of_ShuwaikhPort_of_Hodeidah + 277637259933.5*XPort_of_ShuwaikhPort_of_Jebel_Ali + 253298976615.72964*XPort_of_ShuwaikhPort_of_Jeddah + 51800065312.590004*XPort_of_ShuwaikhPort_of_King_Abdul_Aziz + 32903561024.795876*XPort_of_ShuwaikhPort_of_Latakia + 157173306323.5439*XPort_of_ShuwaikhPort_of_Mersin + 69218114794.49753*XPort_of_ShuwaikhPort_of_Salalah + 15374826582.17*XPort_of_ShuwaikhPort_of_Umm_Qasr + 22328663873.889183*XPort_of_Umm_QasrLarnaca_Port + 18891533126.697834*XPort_of_Umm_QasrMina_Salman + 291792569470.5091*XPort_of_Umm_QasrPort_of_Alexandria + 119182916696.56206*XPort_of_Umm_QasrPort_of_Aqaba + 87684082675.48999*XPort_of_Umm_QasrPort_of_Bandar_Abbas + 48198312976.23568*XPort_of_Umm_QasrPort_of_Beirut + 27167651938.7*XPort_of_Umm_QasrPort_of_Doha + 12320277612.15048*XPort_of_Umm_QasrPort_of_Gaza + 219461228195.02335*XPort_of_Umm_QasrPort_of_Haifa + 11105897681.491167*XPort_of_Umm_QasrPort_of_Hodeidah + 299373984910.5*XPort_of_Umm_QasrPort_of_Jebel_Ali + 271416240838.35965*XPort_of_Umm_QasrPort_of_Jeddah + 69917329535.22*XPort_of_Umm_QasrPort_of_King_Abdul_Aziz + 30945001799.74924*XPort_of_Umm_QasrPort_of_Latakia + 148524787793.44772*XPort_of_Umm_QasrPort_of_Mersin + 79881300068.88753*XPort_of_Umm_QasrPort_of_Salalah + 9443414965.18*XPort_of_Umm_QasrPort_of_Shuwaikh + 0.0\n",
       "SUBJECT TO\n",
       "_C1: XLarnaca_PortLarnaca_Port + XMina_SalmanMina_Salman\n",
       " + XPort_of_AlexandriaPort_of_Alexandria + XPort_of_AqabaPort_of_Aqaba\n",
       " + XPort_of_Bandar_AbbasPort_of_Bandar_Abbas + XPort_of_BeirutPort_of_Beirut\n",
       " + XPort_of_DohaPort_of_Doha + XPort_of_GazaPort_of_Gaza\n",
       " + XPort_of_HaifaPort_of_Haifa + XPort_of_HodeidahPort_of_Hodeidah\n",
       " + XPort_of_Jebel_AliPort_of_Jebel_Ali + XPort_of_JeddahPort_of_Jeddah\n",
       " + XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz\n",
       " + XPort_of_LatakiaPort_of_Latakia + XPort_of_MersinPort_of_Mersin\n",
       " + XPort_of_SalalahPort_of_Salalah + XPort_of_ShuwaikhPort_of_Shuwaikh\n",
       " + XPort_of_Umm_QasrPort_of_Umm_Qasr = 3\n",
       "\n",
       "_C2: XLarnaca_PortMina_Salman + XMina_SalmanMina_Salman\n",
       " + XPort_of_AlexandriaMina_Salman + XPort_of_AqabaMina_Salman\n",
       " + XPort_of_Bandar_AbbasMina_Salman + XPort_of_BeirutMina_Salman\n",
       " + XPort_of_DohaMina_Salman + XPort_of_GazaMina_Salman\n",
       " + XPort_of_HaifaMina_Salman + XPort_of_HodeidahMina_Salman\n",
       " + XPort_of_Jebel_AliMina_Salman + XPort_of_JeddahMina_Salman\n",
       " + XPort_of_King_Abdul_AzizMina_Salman + XPort_of_LatakiaMina_Salman\n",
       " + XPort_of_MersinMina_Salman + XPort_of_SalalahMina_Salman\n",
       " + XPort_of_ShuwaikhMina_Salman + XPort_of_Umm_QasrMina_Salman = 1\n",
       "\n",
       "_C3: XLarnaca_PortLarnaca_Port + XMina_SalmanLarnaca_Port\n",
       " + XPort_of_AlexandriaLarnaca_Port + XPort_of_AqabaLarnaca_Port\n",
       " + XPort_of_Bandar_AbbasLarnaca_Port + XPort_of_BeirutLarnaca_Port\n",
       " + XPort_of_DohaLarnaca_Port + XPort_of_GazaLarnaca_Port\n",
       " + XPort_of_HaifaLarnaca_Port + XPort_of_HodeidahLarnaca_Port\n",
       " + XPort_of_Jebel_AliLarnaca_Port + XPort_of_JeddahLarnaca_Port\n",
       " + XPort_of_King_Abdul_AzizLarnaca_Port + XPort_of_LatakiaLarnaca_Port\n",
       " + XPort_of_MersinLarnaca_Port + XPort_of_SalalahLarnaca_Port\n",
       " + XPort_of_ShuwaikhLarnaca_Port + XPort_of_Umm_QasrLarnaca_Port = 1\n",
       "\n",
       "_C4: XLarnaca_PortPort_of_Alexandria + XMina_SalmanPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Alexandria + XPort_of_AqabaPort_of_Alexandria\n",
       " + XPort_of_Bandar_AbbasPort_of_Alexandria + XPort_of_BeirutPort_of_Alexandria\n",
       " + XPort_of_DohaPort_of_Alexandria + XPort_of_GazaPort_of_Alexandria\n",
       " + XPort_of_HaifaPort_of_Alexandria + XPort_of_HodeidahPort_of_Alexandria\n",
       " + XPort_of_Jebel_AliPort_of_Alexandria + XPort_of_JeddahPort_of_Alexandria\n",
       " + XPort_of_King_Abdul_AzizPort_of_Alexandria\n",
       " + XPort_of_LatakiaPort_of_Alexandria + XPort_of_MersinPort_of_Alexandria\n",
       " + XPort_of_SalalahPort_of_Alexandria + XPort_of_ShuwaikhPort_of_Alexandria\n",
       " + XPort_of_Umm_QasrPort_of_Alexandria = 1\n",
       "\n",
       "_C5: XLarnaca_PortPort_of_Bandar_Abbas + XMina_SalmanPort_of_Bandar_Abbas\n",
       " + XPort_of_AlexandriaPort_of_Bandar_Abbas\n",
       " + XPort_of_AqabaPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_BeirutPort_of_Bandar_Abbas + XPort_of_DohaPort_of_Bandar_Abbas\n",
       " + XPort_of_GazaPort_of_Bandar_Abbas + XPort_of_HaifaPort_of_Bandar_Abbas\n",
       " + XPort_of_HodeidahPort_of_Bandar_Abbas\n",
       " + XPort_of_Jebel_AliPort_of_Bandar_Abbas\n",
       " + XPort_of_JeddahPort_of_Bandar_Abbas\n",
       " + XPort_of_King_Abdul_AzizPort_of_Bandar_Abbas\n",
       " + XPort_of_LatakiaPort_of_Bandar_Abbas + XPort_of_MersinPort_of_Bandar_Abbas\n",
       " + XPort_of_SalalahPort_of_Bandar_Abbas\n",
       " + XPort_of_ShuwaikhPort_of_Bandar_Abbas\n",
       " + XPort_of_Umm_QasrPort_of_Bandar_Abbas = 1\n",
       "\n",
       "_C6: XLarnaca_PortPort_of_Umm_Qasr + XMina_SalmanPort_of_Umm_Qasr\n",
       " + XPort_of_AlexandriaPort_of_Umm_Qasr + XPort_of_AqabaPort_of_Umm_Qasr\n",
       " + XPort_of_Bandar_AbbasPort_of_Umm_Qasr + XPort_of_BeirutPort_of_Umm_Qasr\n",
       " + XPort_of_DohaPort_of_Umm_Qasr + XPort_of_GazaPort_of_Umm_Qasr\n",
       " + XPort_of_HaifaPort_of_Umm_Qasr + XPort_of_HodeidahPort_of_Umm_Qasr\n",
       " + XPort_of_Jebel_AliPort_of_Umm_Qasr + XPort_of_JeddahPort_of_Umm_Qasr\n",
       " + XPort_of_King_Abdul_AzizPort_of_Umm_Qasr + XPort_of_LatakiaPort_of_Umm_Qasr\n",
       " + XPort_of_MersinPort_of_Umm_Qasr + XPort_of_SalalahPort_of_Umm_Qasr\n",
       " + XPort_of_ShuwaikhPort_of_Umm_Qasr + XPort_of_Umm_QasrPort_of_Umm_Qasr = 1\n",
       "\n",
       "_C7: XLarnaca_PortPort_of_Haifa + XMina_SalmanPort_of_Haifa\n",
       " + XPort_of_AlexandriaPort_of_Haifa + XPort_of_AqabaPort_of_Haifa\n",
       " + XPort_of_Bandar_AbbasPort_of_Haifa + XPort_of_BeirutPort_of_Haifa\n",
       " + XPort_of_DohaPort_of_Haifa + XPort_of_GazaPort_of_Haifa\n",
       " + XPort_of_HaifaPort_of_Haifa + XPort_of_HodeidahPort_of_Haifa\n",
       " + XPort_of_Jebel_AliPort_of_Haifa + XPort_of_JeddahPort_of_Haifa\n",
       " + XPort_of_King_Abdul_AzizPort_of_Haifa + XPort_of_LatakiaPort_of_Haifa\n",
       " + XPort_of_MersinPort_of_Haifa + XPort_of_SalalahPort_of_Haifa\n",
       " + XPort_of_ShuwaikhPort_of_Haifa + XPort_of_Umm_QasrPort_of_Haifa = 1\n",
       "\n",
       "_C8: XLarnaca_PortPort_of_Aqaba + XMina_SalmanPort_of_Aqaba\n",
       " + XPort_of_AlexandriaPort_of_Aqaba + XPort_of_AqabaPort_of_Aqaba\n",
       " + XPort_of_Bandar_AbbasPort_of_Aqaba + XPort_of_BeirutPort_of_Aqaba\n",
       " + XPort_of_DohaPort_of_Aqaba + XPort_of_GazaPort_of_Aqaba\n",
       " + XPort_of_HaifaPort_of_Aqaba + XPort_of_HodeidahPort_of_Aqaba\n",
       " + XPort_of_Jebel_AliPort_of_Aqaba + XPort_of_JeddahPort_of_Aqaba\n",
       " + XPort_of_King_Abdul_AzizPort_of_Aqaba + XPort_of_LatakiaPort_of_Aqaba\n",
       " + XPort_of_MersinPort_of_Aqaba + XPort_of_SalalahPort_of_Aqaba\n",
       " + XPort_of_ShuwaikhPort_of_Aqaba + XPort_of_Umm_QasrPort_of_Aqaba = 1\n",
       "\n",
       "_C9: XLarnaca_PortPort_of_Shuwaikh + XMina_SalmanPort_of_Shuwaikh\n",
       " + XPort_of_AlexandriaPort_of_Shuwaikh + XPort_of_AqabaPort_of_Shuwaikh\n",
       " + XPort_of_Bandar_AbbasPort_of_Shuwaikh + XPort_of_BeirutPort_of_Shuwaikh\n",
       " + XPort_of_DohaPort_of_Shuwaikh + XPort_of_GazaPort_of_Shuwaikh\n",
       " + XPort_of_HaifaPort_of_Shuwaikh + XPort_of_HodeidahPort_of_Shuwaikh\n",
       " + XPort_of_Jebel_AliPort_of_Shuwaikh + XPort_of_JeddahPort_of_Shuwaikh\n",
       " + XPort_of_King_Abdul_AzizPort_of_Shuwaikh + XPort_of_LatakiaPort_of_Shuwaikh\n",
       " + XPort_of_MersinPort_of_Shuwaikh + XPort_of_SalalahPort_of_Shuwaikh\n",
       " + XPort_of_ShuwaikhPort_of_Shuwaikh + XPort_of_Umm_QasrPort_of_Shuwaikh = 1\n",
       "\n",
       "_C10: XLarnaca_PortPort_of_Beirut + XMina_SalmanPort_of_Beirut\n",
       " + XPort_of_AlexandriaPort_of_Beirut + XPort_of_AqabaPort_of_Beirut\n",
       " + XPort_of_Bandar_AbbasPort_of_Beirut + XPort_of_BeirutPort_of_Beirut\n",
       " + XPort_of_DohaPort_of_Beirut + XPort_of_GazaPort_of_Beirut\n",
       " + XPort_of_HaifaPort_of_Beirut + XPort_of_HodeidahPort_of_Beirut\n",
       " + XPort_of_Jebel_AliPort_of_Beirut + XPort_of_JeddahPort_of_Beirut\n",
       " + XPort_of_King_Abdul_AzizPort_of_Beirut + XPort_of_LatakiaPort_of_Beirut\n",
       " + XPort_of_MersinPort_of_Beirut + XPort_of_SalalahPort_of_Beirut\n",
       " + XPort_of_ShuwaikhPort_of_Beirut + XPort_of_Umm_QasrPort_of_Beirut = 1\n",
       "\n",
       "_C11: XLarnaca_PortPort_of_Salalah + XMina_SalmanPort_of_Salalah\n",
       " + XPort_of_AlexandriaPort_of_Salalah + XPort_of_AqabaPort_of_Salalah\n",
       " + XPort_of_Bandar_AbbasPort_of_Salalah + XPort_of_BeirutPort_of_Salalah\n",
       " + XPort_of_DohaPort_of_Salalah + XPort_of_GazaPort_of_Salalah\n",
       " + XPort_of_HaifaPort_of_Salalah + XPort_of_HodeidahPort_of_Salalah\n",
       " + XPort_of_Jebel_AliPort_of_Salalah + XPort_of_JeddahPort_of_Salalah\n",
       " + XPort_of_King_Abdul_AzizPort_of_Salalah + XPort_of_LatakiaPort_of_Salalah\n",
       " + XPort_of_MersinPort_of_Salalah + XPort_of_SalalahPort_of_Salalah\n",
       " + XPort_of_ShuwaikhPort_of_Salalah + XPort_of_Umm_QasrPort_of_Salalah = 1\n",
       "\n",
       "_C12: XLarnaca_PortPort_of_Gaza + XMina_SalmanPort_of_Gaza\n",
       " + XPort_of_AlexandriaPort_of_Gaza + XPort_of_AqabaPort_of_Gaza\n",
       " + XPort_of_Bandar_AbbasPort_of_Gaza + XPort_of_BeirutPort_of_Gaza\n",
       " + XPort_of_DohaPort_of_Gaza + XPort_of_GazaPort_of_Gaza\n",
       " + XPort_of_HaifaPort_of_Gaza + XPort_of_HodeidahPort_of_Gaza\n",
       " + XPort_of_Jebel_AliPort_of_Gaza + XPort_of_JeddahPort_of_Gaza\n",
       " + XPort_of_King_Abdul_AzizPort_of_Gaza + XPort_of_LatakiaPort_of_Gaza\n",
       " + XPort_of_MersinPort_of_Gaza + XPort_of_SalalahPort_of_Gaza\n",
       " + XPort_of_ShuwaikhPort_of_Gaza + XPort_of_Umm_QasrPort_of_Gaza = 1\n",
       "\n",
       "_C13: XLarnaca_PortPort_of_Doha + XMina_SalmanPort_of_Doha\n",
       " + XPort_of_AlexandriaPort_of_Doha + XPort_of_AqabaPort_of_Doha\n",
       " + XPort_of_Bandar_AbbasPort_of_Doha + XPort_of_BeirutPort_of_Doha\n",
       " + XPort_of_DohaPort_of_Doha + XPort_of_GazaPort_of_Doha\n",
       " + XPort_of_HaifaPort_of_Doha + XPort_of_HodeidahPort_of_Doha\n",
       " + XPort_of_Jebel_AliPort_of_Doha + XPort_of_JeddahPort_of_Doha\n",
       " + XPort_of_King_Abdul_AzizPort_of_Doha + XPort_of_LatakiaPort_of_Doha\n",
       " + XPort_of_MersinPort_of_Doha + XPort_of_SalalahPort_of_Doha\n",
       " + XPort_of_ShuwaikhPort_of_Doha + XPort_of_Umm_QasrPort_of_Doha = 1\n",
       "\n",
       "_C14: XLarnaca_PortPort_of_King_Abdul_Aziz\n",
       " + XMina_SalmanPort_of_King_Abdul_Aziz\n",
       " + XPort_of_AlexandriaPort_of_King_Abdul_Aziz\n",
       " + XPort_of_AqabaPort_of_King_Abdul_Aziz\n",
       " + XPort_of_Bandar_AbbasPort_of_King_Abdul_Aziz\n",
       " + XPort_of_BeirutPort_of_King_Abdul_Aziz\n",
       " + XPort_of_DohaPort_of_King_Abdul_Aziz + XPort_of_GazaPort_of_King_Abdul_Aziz\n",
       " + XPort_of_HaifaPort_of_King_Abdul_Aziz\n",
       " + XPort_of_HodeidahPort_of_King_Abdul_Aziz\n",
       " + XPort_of_Jebel_AliPort_of_King_Abdul_Aziz\n",
       " + XPort_of_JeddahPort_of_King_Abdul_Aziz\n",
       " + XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz\n",
       " + XPort_of_LatakiaPort_of_King_Abdul_Aziz\n",
       " + XPort_of_MersinPort_of_King_Abdul_Aziz\n",
       " + XPort_of_SalalahPort_of_King_Abdul_Aziz\n",
       " + XPort_of_ShuwaikhPort_of_King_Abdul_Aziz\n",
       " + XPort_of_Umm_QasrPort_of_King_Abdul_Aziz = 1\n",
       "\n",
       "_C15: XLarnaca_PortPort_of_Jeddah + XMina_SalmanPort_of_Jeddah\n",
       " + XPort_of_AlexandriaPort_of_Jeddah + XPort_of_AqabaPort_of_Jeddah\n",
       " + XPort_of_Bandar_AbbasPort_of_Jeddah + XPort_of_BeirutPort_of_Jeddah\n",
       " + XPort_of_DohaPort_of_Jeddah + XPort_of_GazaPort_of_Jeddah\n",
       " + XPort_of_HaifaPort_of_Jeddah + XPort_of_HodeidahPort_of_Jeddah\n",
       " + XPort_of_Jebel_AliPort_of_Jeddah + XPort_of_JeddahPort_of_Jeddah\n",
       " + XPort_of_King_Abdul_AzizPort_of_Jeddah + XPort_of_LatakiaPort_of_Jeddah\n",
       " + XPort_of_MersinPort_of_Jeddah + XPort_of_SalalahPort_of_Jeddah\n",
       " + XPort_of_ShuwaikhPort_of_Jeddah + XPort_of_Umm_QasrPort_of_Jeddah = 1\n",
       "\n",
       "_C16: XLarnaca_PortPort_of_Latakia + XMina_SalmanPort_of_Latakia\n",
       " + XPort_of_AlexandriaPort_of_Latakia + XPort_of_AqabaPort_of_Latakia\n",
       " + XPort_of_Bandar_AbbasPort_of_Latakia + XPort_of_BeirutPort_of_Latakia\n",
       " + XPort_of_DohaPort_of_Latakia + XPort_of_GazaPort_of_Latakia\n",
       " + XPort_of_HaifaPort_of_Latakia + XPort_of_HodeidahPort_of_Latakia\n",
       " + XPort_of_Jebel_AliPort_of_Latakia + XPort_of_JeddahPort_of_Latakia\n",
       " + XPort_of_King_Abdul_AzizPort_of_Latakia + XPort_of_LatakiaPort_of_Latakia\n",
       " + XPort_of_MersinPort_of_Latakia + XPort_of_SalalahPort_of_Latakia\n",
       " + XPort_of_ShuwaikhPort_of_Latakia + XPort_of_Umm_QasrPort_of_Latakia = 1\n",
       "\n",
       "_C17: XLarnaca_PortPort_of_Mersin + XMina_SalmanPort_of_Mersin\n",
       " + XPort_of_AlexandriaPort_of_Mersin + XPort_of_AqabaPort_of_Mersin\n",
       " + XPort_of_Bandar_AbbasPort_of_Mersin + XPort_of_BeirutPort_of_Mersin\n",
       " + XPort_of_DohaPort_of_Mersin + XPort_of_GazaPort_of_Mersin\n",
       " + XPort_of_HaifaPort_of_Mersin + XPort_of_HodeidahPort_of_Mersin\n",
       " + XPort_of_Jebel_AliPort_of_Mersin + XPort_of_JeddahPort_of_Mersin\n",
       " + XPort_of_King_Abdul_AzizPort_of_Mersin + XPort_of_LatakiaPort_of_Mersin\n",
       " + XPort_of_MersinPort_of_Mersin + XPort_of_SalalahPort_of_Mersin\n",
       " + XPort_of_ShuwaikhPort_of_Mersin + XPort_of_Umm_QasrPort_of_Mersin = 1\n",
       "\n",
       "_C18: XLarnaca_PortPort_of_Jebel_Ali + XMina_SalmanPort_of_Jebel_Ali\n",
       " + XPort_of_AlexandriaPort_of_Jebel_Ali + XPort_of_AqabaPort_of_Jebel_Ali\n",
       " + XPort_of_Bandar_AbbasPort_of_Jebel_Ali + XPort_of_BeirutPort_of_Jebel_Ali\n",
       " + XPort_of_DohaPort_of_Jebel_Ali + XPort_of_GazaPort_of_Jebel_Ali\n",
       " + XPort_of_HaifaPort_of_Jebel_Ali + XPort_of_HodeidahPort_of_Jebel_Ali\n",
       " + XPort_of_Jebel_AliPort_of_Jebel_Ali + XPort_of_JeddahPort_of_Jebel_Ali\n",
       " + XPort_of_King_Abdul_AzizPort_of_Jebel_Ali\n",
       " + XPort_of_LatakiaPort_of_Jebel_Ali + XPort_of_MersinPort_of_Jebel_Ali\n",
       " + XPort_of_SalalahPort_of_Jebel_Ali + XPort_of_ShuwaikhPort_of_Jebel_Ali\n",
       " + XPort_of_Umm_QasrPort_of_Jebel_Ali = 1\n",
       "\n",
       "_C19: XLarnaca_PortPort_of_Hodeidah + XMina_SalmanPort_of_Hodeidah\n",
       " + XPort_of_AlexandriaPort_of_Hodeidah + XPort_of_AqabaPort_of_Hodeidah\n",
       " + XPort_of_Bandar_AbbasPort_of_Hodeidah + XPort_of_BeirutPort_of_Hodeidah\n",
       " + XPort_of_DohaPort_of_Hodeidah + XPort_of_GazaPort_of_Hodeidah\n",
       " + XPort_of_HaifaPort_of_Hodeidah + XPort_of_HodeidahPort_of_Hodeidah\n",
       " + XPort_of_Jebel_AliPort_of_Hodeidah + XPort_of_JeddahPort_of_Hodeidah\n",
       " + XPort_of_King_Abdul_AzizPort_of_Hodeidah + XPort_of_LatakiaPort_of_Hodeidah\n",
       " + XPort_of_MersinPort_of_Hodeidah + XPort_of_SalalahPort_of_Hodeidah\n",
       " + XPort_of_ShuwaikhPort_of_Hodeidah + XPort_of_Umm_QasrPort_of_Hodeidah = 1\n",
       "\n",
       "_C20: 0 XMina_SalmanMina_Salman <= 0\n",
       "\n",
       "_C21: - XLarnaca_PortLarnaca_Port + XLarnaca_PortMina_Salman <= 0\n",
       "\n",
       "_C22: XPort_of_AlexandriaMina_Salman - XPort_of_AlexandriaPort_of_Alexandria\n",
       " <= 0\n",
       "\n",
       "_C23: XPort_of_Bandar_AbbasMina_Salman\n",
       " - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas <= 0\n",
       "\n",
       "_C24: XPort_of_Umm_QasrMina_Salman - XPort_of_Umm_QasrPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C25: XPort_of_HaifaMina_Salman - XPort_of_HaifaPort_of_Haifa <= 0\n",
       "\n",
       "_C26: XPort_of_AqabaMina_Salman - XPort_of_AqabaPort_of_Aqaba <= 0\n",
       "\n",
       "_C27: XPort_of_ShuwaikhMina_Salman - XPort_of_ShuwaikhPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C28: XPort_of_BeirutMina_Salman - XPort_of_BeirutPort_of_Beirut <= 0\n",
       "\n",
       "_C29: XPort_of_SalalahMina_Salman - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C30: XPort_of_GazaMina_Salman - XPort_of_GazaPort_of_Gaza <= 0\n",
       "\n",
       "_C31: XPort_of_DohaMina_Salman - XPort_of_DohaPort_of_Doha <= 0\n",
       "\n",
       "_C32: XPort_of_King_Abdul_AzizMina_Salman\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C33: XPort_of_JeddahMina_Salman - XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C34: XPort_of_LatakiaMina_Salman - XPort_of_LatakiaPort_of_Latakia <= 0\n",
       "\n",
       "_C35: XPort_of_MersinMina_Salman - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C36: XPort_of_Jebel_AliMina_Salman - XPort_of_Jebel_AliPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C37: XPort_of_HodeidahMina_Salman - XPort_of_HodeidahPort_of_Hodeidah <= 0\n",
       "\n",
       "_C38: XMina_SalmanLarnaca_Port - XMina_SalmanMina_Salman <= 0\n",
       "\n",
       "_C39: 0 XLarnaca_PortLarnaca_Port <= 0\n",
       "\n",
       "_C40: XPort_of_AlexandriaLarnaca_Port - XPort_of_AlexandriaPort_of_Alexandria\n",
       " <= 0\n",
       "\n",
       "_C41: XPort_of_Bandar_AbbasLarnaca_Port\n",
       " - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas <= 0\n",
       "\n",
       "_C42: XPort_of_Umm_QasrLarnaca_Port - XPort_of_Umm_QasrPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C43: XPort_of_HaifaLarnaca_Port - XPort_of_HaifaPort_of_Haifa <= 0\n",
       "\n",
       "_C44: XPort_of_AqabaLarnaca_Port - XPort_of_AqabaPort_of_Aqaba <= 0\n",
       "\n",
       "_C45: XPort_of_ShuwaikhLarnaca_Port - XPort_of_ShuwaikhPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C46: XPort_of_BeirutLarnaca_Port - XPort_of_BeirutPort_of_Beirut <= 0\n",
       "\n",
       "_C47: XPort_of_SalalahLarnaca_Port - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C48: XPort_of_GazaLarnaca_Port - XPort_of_GazaPort_of_Gaza <= 0\n",
       "\n",
       "_C49: XPort_of_DohaLarnaca_Port - XPort_of_DohaPort_of_Doha <= 0\n",
       "\n",
       "_C50: XPort_of_King_Abdul_AzizLarnaca_Port\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C51: XPort_of_JeddahLarnaca_Port - XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C52: XPort_of_LatakiaLarnaca_Port - XPort_of_LatakiaPort_of_Latakia <= 0\n",
       "\n",
       "_C53: XPort_of_MersinLarnaca_Port - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C54: XPort_of_Jebel_AliLarnaca_Port - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " <= 0\n",
       "\n",
       "_C55: XPort_of_HodeidahLarnaca_Port - XPort_of_HodeidahPort_of_Hodeidah <= 0\n",
       "\n",
       "_C56: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Alexandria <= 0\n",
       "\n",
       "_C57: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Alexandria <= 0\n",
       "\n",
       "_C58: 0 XPort_of_AlexandriaPort_of_Alexandria <= 0\n",
       "\n",
       "_C59: XPort_of_Bandar_AbbasPort_of_Alexandria\n",
       " - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas <= 0\n",
       "\n",
       "_C60: XPort_of_Umm_QasrPort_of_Alexandria - XPort_of_Umm_QasrPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C61: XPort_of_HaifaPort_of_Alexandria - XPort_of_HaifaPort_of_Haifa <= 0\n",
       "\n",
       "_C62: XPort_of_AqabaPort_of_Alexandria - XPort_of_AqabaPort_of_Aqaba <= 0\n",
       "\n",
       "_C63: XPort_of_ShuwaikhPort_of_Alexandria - XPort_of_ShuwaikhPort_of_Shuwaikh\n",
       " <= 0\n",
       "\n",
       "_C64: XPort_of_BeirutPort_of_Alexandria - XPort_of_BeirutPort_of_Beirut <= 0\n",
       "\n",
       "_C65: XPort_of_SalalahPort_of_Alexandria - XPort_of_SalalahPort_of_Salalah\n",
       " <= 0\n",
       "\n",
       "_C66: XPort_of_GazaPort_of_Alexandria - XPort_of_GazaPort_of_Gaza <= 0\n",
       "\n",
       "_C67: XPort_of_DohaPort_of_Alexandria - XPort_of_DohaPort_of_Doha <= 0\n",
       "\n",
       "_C68: XPort_of_King_Abdul_AzizPort_of_Alexandria\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C69: XPort_of_JeddahPort_of_Alexandria - XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C70: XPort_of_LatakiaPort_of_Alexandria - XPort_of_LatakiaPort_of_Latakia\n",
       " <= 0\n",
       "\n",
       "_C71: XPort_of_MersinPort_of_Alexandria - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C72: XPort_of_Jebel_AliPort_of_Alexandria\n",
       " - XPort_of_Jebel_AliPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C73: XPort_of_HodeidahPort_of_Alexandria - XPort_of_HodeidahPort_of_Hodeidah\n",
       " <= 0\n",
       "\n",
       "_C74: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Bandar_Abbas <= 0\n",
       "\n",
       "_C75: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Bandar_Abbas <= 0\n",
       "\n",
       "_C76: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Bandar_Abbas <= 0\n",
       "\n",
       "_C77: 0 XPort_of_Bandar_AbbasPort_of_Bandar_Abbas <= 0\n",
       "\n",
       "_C78: XPort_of_Umm_QasrPort_of_Bandar_Abbas\n",
       " - XPort_of_Umm_QasrPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C79: XPort_of_HaifaPort_of_Bandar_Abbas - XPort_of_HaifaPort_of_Haifa <= 0\n",
       "\n",
       "_C80: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Bandar_Abbas <= 0\n",
       "\n",
       "_C81: XPort_of_ShuwaikhPort_of_Bandar_Abbas\n",
       " - XPort_of_ShuwaikhPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C82: XPort_of_BeirutPort_of_Bandar_Abbas - XPort_of_BeirutPort_of_Beirut <= 0\n",
       "\n",
       "_C83: XPort_of_SalalahPort_of_Bandar_Abbas - XPort_of_SalalahPort_of_Salalah\n",
       " <= 0\n",
       "\n",
       "_C84: XPort_of_GazaPort_of_Bandar_Abbas - XPort_of_GazaPort_of_Gaza <= 0\n",
       "\n",
       "_C85: XPort_of_DohaPort_of_Bandar_Abbas - XPort_of_DohaPort_of_Doha <= 0\n",
       "\n",
       "_C86: XPort_of_King_Abdul_AzizPort_of_Bandar_Abbas\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C87: XPort_of_JeddahPort_of_Bandar_Abbas - XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C88: XPort_of_LatakiaPort_of_Bandar_Abbas - XPort_of_LatakiaPort_of_Latakia\n",
       " <= 0\n",
       "\n",
       "_C89: XPort_of_MersinPort_of_Bandar_Abbas - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C90: XPort_of_Jebel_AliPort_of_Bandar_Abbas\n",
       " - XPort_of_Jebel_AliPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C91: XPort_of_HodeidahPort_of_Bandar_Abbas\n",
       " - XPort_of_HodeidahPort_of_Hodeidah <= 0\n",
       "\n",
       "_C92: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C93: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C94: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C95: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C96: 0 XPort_of_Umm_QasrPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C97: - XPort_of_HaifaPort_of_Haifa + XPort_of_HaifaPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C98: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C99: - XPort_of_ShuwaikhPort_of_Shuwaikh + XPort_of_ShuwaikhPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C100: - XPort_of_BeirutPort_of_Beirut + XPort_of_BeirutPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C101: - XPort_of_SalalahPort_of_Salalah + XPort_of_SalalahPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C102: - XPort_of_GazaPort_of_Gaza + XPort_of_GazaPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C103: - XPort_of_DohaPort_of_Doha + XPort_of_DohaPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C104: - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz\n",
       " + XPort_of_King_Abdul_AzizPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C105: - XPort_of_JeddahPort_of_Jeddah + XPort_of_JeddahPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C106: - XPort_of_LatakiaPort_of_Latakia + XPort_of_LatakiaPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C107: - XPort_of_MersinPort_of_Mersin + XPort_of_MersinPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C108: - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " + XPort_of_Jebel_AliPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C109: - XPort_of_HodeidahPort_of_Hodeidah + XPort_of_HodeidahPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C110: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Haifa <= 0\n",
       "\n",
       "_C111: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Haifa <= 0\n",
       "\n",
       "_C112: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Haifa <= 0\n",
       "\n",
       "_C113: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Haifa <= 0\n",
       "\n",
       "_C114: XPort_of_Umm_QasrPort_of_Haifa - XPort_of_Umm_QasrPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C115: 0 XPort_of_HaifaPort_of_Haifa <= 0\n",
       "\n",
       "_C116: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Haifa <= 0\n",
       "\n",
       "_C117: XPort_of_ShuwaikhPort_of_Haifa - XPort_of_ShuwaikhPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C118: - XPort_of_BeirutPort_of_Beirut + XPort_of_BeirutPort_of_Haifa <= 0\n",
       "\n",
       "_C119: XPort_of_SalalahPort_of_Haifa - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C120: - XPort_of_GazaPort_of_Gaza + XPort_of_GazaPort_of_Haifa <= 0\n",
       "\n",
       "_C121: - XPort_of_DohaPort_of_Doha + XPort_of_DohaPort_of_Haifa <= 0\n",
       "\n",
       "_C122: XPort_of_King_Abdul_AzizPort_of_Haifa\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C123: XPort_of_JeddahPort_of_Haifa - XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C124: XPort_of_LatakiaPort_of_Haifa - XPort_of_LatakiaPort_of_Latakia <= 0\n",
       "\n",
       "_C125: XPort_of_MersinPort_of_Haifa - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C126: XPort_of_Jebel_AliPort_of_Haifa - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " <= 0\n",
       "\n",
       "_C127: XPort_of_HodeidahPort_of_Haifa - XPort_of_HodeidahPort_of_Hodeidah <= 0\n",
       "\n",
       "_C128: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Aqaba <= 0\n",
       "\n",
       "_C129: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Aqaba <= 0\n",
       "\n",
       "_C130: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Aqaba <= 0\n",
       "\n",
       "_C131: XPort_of_Bandar_AbbasPort_of_Aqaba\n",
       " - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas <= 0\n",
       "\n",
       "_C132: XPort_of_Umm_QasrPort_of_Aqaba - XPort_of_Umm_QasrPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C133: XPort_of_HaifaPort_of_Aqaba - XPort_of_HaifaPort_of_Haifa <= 0\n",
       "\n",
       "_C134: 0 XPort_of_AqabaPort_of_Aqaba <= 0\n",
       "\n",
       "_C135: XPort_of_ShuwaikhPort_of_Aqaba - XPort_of_ShuwaikhPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C136: XPort_of_BeirutPort_of_Aqaba - XPort_of_BeirutPort_of_Beirut <= 0\n",
       "\n",
       "_C137: XPort_of_SalalahPort_of_Aqaba - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C138: XPort_of_GazaPort_of_Aqaba - XPort_of_GazaPort_of_Gaza <= 0\n",
       "\n",
       "_C139: XPort_of_DohaPort_of_Aqaba - XPort_of_DohaPort_of_Doha <= 0\n",
       "\n",
       "_C140: XPort_of_King_Abdul_AzizPort_of_Aqaba\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C141: XPort_of_JeddahPort_of_Aqaba - XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C142: XPort_of_LatakiaPort_of_Aqaba - XPort_of_LatakiaPort_of_Latakia <= 0\n",
       "\n",
       "_C143: XPort_of_MersinPort_of_Aqaba - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C144: XPort_of_Jebel_AliPort_of_Aqaba - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " <= 0\n",
       "\n",
       "_C145: XPort_of_HodeidahPort_of_Aqaba - XPort_of_HodeidahPort_of_Hodeidah <= 0\n",
       "\n",
       "_C146: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C147: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C148: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C149: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C150: XPort_of_Umm_QasrPort_of_Shuwaikh - XPort_of_Umm_QasrPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C151: - XPort_of_HaifaPort_of_Haifa + XPort_of_HaifaPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C152: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C153: 0 XPort_of_ShuwaikhPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C154: - XPort_of_BeirutPort_of_Beirut + XPort_of_BeirutPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C155: - XPort_of_SalalahPort_of_Salalah + XPort_of_SalalahPort_of_Shuwaikh\n",
       " <= 0\n",
       "\n",
       "_C156: - XPort_of_GazaPort_of_Gaza + XPort_of_GazaPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C157: - XPort_of_DohaPort_of_Doha + XPort_of_DohaPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C158: - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz\n",
       " + XPort_of_King_Abdul_AzizPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C159: - XPort_of_JeddahPort_of_Jeddah + XPort_of_JeddahPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C160: - XPort_of_LatakiaPort_of_Latakia + XPort_of_LatakiaPort_of_Shuwaikh\n",
       " <= 0\n",
       "\n",
       "_C161: - XPort_of_MersinPort_of_Mersin + XPort_of_MersinPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C162: - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " + XPort_of_Jebel_AliPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C163: - XPort_of_HodeidahPort_of_Hodeidah + XPort_of_HodeidahPort_of_Shuwaikh\n",
       " <= 0\n",
       "\n",
       "_C164: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Beirut <= 0\n",
       "\n",
       "_C165: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Beirut <= 0\n",
       "\n",
       "_C166: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Beirut <= 0\n",
       "\n",
       "_C167: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Beirut <= 0\n",
       "\n",
       "_C168: XPort_of_Umm_QasrPort_of_Beirut - XPort_of_Umm_QasrPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C169: XPort_of_HaifaPort_of_Beirut - XPort_of_HaifaPort_of_Haifa <= 0\n",
       "\n",
       "_C170: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Beirut <= 0\n",
       "\n",
       "_C171: XPort_of_ShuwaikhPort_of_Beirut - XPort_of_ShuwaikhPort_of_Shuwaikh\n",
       " <= 0\n",
       "\n",
       "_C172: 0 XPort_of_BeirutPort_of_Beirut <= 0\n",
       "\n",
       "_C173: XPort_of_SalalahPort_of_Beirut - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C174: XPort_of_GazaPort_of_Beirut - XPort_of_GazaPort_of_Gaza <= 0\n",
       "\n",
       "_C175: XPort_of_DohaPort_of_Beirut - XPort_of_DohaPort_of_Doha <= 0\n",
       "\n",
       "_C176: XPort_of_King_Abdul_AzizPort_of_Beirut\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C177: XPort_of_JeddahPort_of_Beirut - XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C178: XPort_of_LatakiaPort_of_Beirut - XPort_of_LatakiaPort_of_Latakia <= 0\n",
       "\n",
       "_C179: XPort_of_MersinPort_of_Beirut - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C180: XPort_of_Jebel_AliPort_of_Beirut - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " <= 0\n",
       "\n",
       "_C181: XPort_of_HodeidahPort_of_Beirut - XPort_of_HodeidahPort_of_Hodeidah\n",
       " <= 0\n",
       "\n",
       "_C182: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Salalah <= 0\n",
       "\n",
       "_C183: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Salalah <= 0\n",
       "\n",
       "_C184: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Salalah <= 0\n",
       "\n",
       "_C185: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Salalah <= 0\n",
       "\n",
       "_C186: XPort_of_Umm_QasrPort_of_Salalah - XPort_of_Umm_QasrPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C187: - XPort_of_HaifaPort_of_Haifa + XPort_of_HaifaPort_of_Salalah <= 0\n",
       "\n",
       "_C188: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Salalah <= 0\n",
       "\n",
       "_C189: XPort_of_ShuwaikhPort_of_Salalah - XPort_of_ShuwaikhPort_of_Shuwaikh\n",
       " <= 0\n",
       "\n",
       "_C190: - XPort_of_BeirutPort_of_Beirut + XPort_of_BeirutPort_of_Salalah <= 0\n",
       "\n",
       "_C191: 0 XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C192: - XPort_of_GazaPort_of_Gaza + XPort_of_GazaPort_of_Salalah <= 0\n",
       "\n",
       "_C193: - XPort_of_DohaPort_of_Doha + XPort_of_DohaPort_of_Salalah <= 0\n",
       "\n",
       "_C194: - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz\n",
       " + XPort_of_King_Abdul_AzizPort_of_Salalah <= 0\n",
       "\n",
       "_C195: - XPort_of_JeddahPort_of_Jeddah + XPort_of_JeddahPort_of_Salalah <= 0\n",
       "\n",
       "_C196: - XPort_of_LatakiaPort_of_Latakia + XPort_of_LatakiaPort_of_Salalah\n",
       " <= 0\n",
       "\n",
       "_C197: - XPort_of_MersinPort_of_Mersin + XPort_of_MersinPort_of_Salalah <= 0\n",
       "\n",
       "_C198: - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " + XPort_of_Jebel_AliPort_of_Salalah <= 0\n",
       "\n",
       "_C199: - XPort_of_HodeidahPort_of_Hodeidah + XPort_of_HodeidahPort_of_Salalah\n",
       " <= 0\n",
       "\n",
       "_C200: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Gaza <= 0\n",
       "\n",
       "_C201: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Gaza <= 0\n",
       "\n",
       "_C202: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Gaza <= 0\n",
       "\n",
       "_C203: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Gaza <= 0\n",
       "\n",
       "_C204: XPort_of_Umm_QasrPort_of_Gaza - XPort_of_Umm_QasrPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C205: XPort_of_HaifaPort_of_Gaza - XPort_of_HaifaPort_of_Haifa <= 0\n",
       "\n",
       "_C206: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Gaza <= 0\n",
       "\n",
       "_C207: XPort_of_ShuwaikhPort_of_Gaza - XPort_of_ShuwaikhPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C208: - XPort_of_BeirutPort_of_Beirut + XPort_of_BeirutPort_of_Gaza <= 0\n",
       "\n",
       "_C209: XPort_of_SalalahPort_of_Gaza - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C210: 0 XPort_of_GazaPort_of_Gaza <= 0\n",
       "\n",
       "_C211: - XPort_of_DohaPort_of_Doha + XPort_of_DohaPort_of_Gaza <= 0\n",
       "\n",
       "_C212: XPort_of_King_Abdul_AzizPort_of_Gaza\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C213: XPort_of_JeddahPort_of_Gaza - XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C214: XPort_of_LatakiaPort_of_Gaza - XPort_of_LatakiaPort_of_Latakia <= 0\n",
       "\n",
       "_C215: XPort_of_MersinPort_of_Gaza - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C216: XPort_of_Jebel_AliPort_of_Gaza - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " <= 0\n",
       "\n",
       "_C217: XPort_of_HodeidahPort_of_Gaza - XPort_of_HodeidahPort_of_Hodeidah <= 0\n",
       "\n",
       "_C218: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Doha <= 0\n",
       "\n",
       "_C219: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Doha <= 0\n",
       "\n",
       "_C220: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Doha <= 0\n",
       "\n",
       "_C221: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Doha <= 0\n",
       "\n",
       "_C222: XPort_of_Umm_QasrPort_of_Doha - XPort_of_Umm_QasrPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C223: XPort_of_HaifaPort_of_Doha - XPort_of_HaifaPort_of_Haifa <= 0\n",
       "\n",
       "_C224: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Doha <= 0\n",
       "\n",
       "_C225: XPort_of_ShuwaikhPort_of_Doha - XPort_of_ShuwaikhPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C226: - XPort_of_BeirutPort_of_Beirut + XPort_of_BeirutPort_of_Doha <= 0\n",
       "\n",
       "_C227: XPort_of_SalalahPort_of_Doha - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C228: XPort_of_GazaPort_of_Doha - XPort_of_GazaPort_of_Gaza <= 0\n",
       "\n",
       "_C229: 0 XPort_of_DohaPort_of_Doha <= 0\n",
       "\n",
       "_C230: XPort_of_King_Abdul_AzizPort_of_Doha\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C231: XPort_of_JeddahPort_of_Doha - XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C232: XPort_of_LatakiaPort_of_Doha - XPort_of_LatakiaPort_of_Latakia <= 0\n",
       "\n",
       "_C233: XPort_of_MersinPort_of_Doha - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C234: XPort_of_Jebel_AliPort_of_Doha - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " <= 0\n",
       "\n",
       "_C235: XPort_of_HodeidahPort_of_Doha - XPort_of_HodeidahPort_of_Hodeidah <= 0\n",
       "\n",
       "_C236: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C237: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C238: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C239: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C240: XPort_of_Umm_QasrPort_of_King_Abdul_Aziz\n",
       " - XPort_of_Umm_QasrPort_of_Umm_Qasr <= 0\n",
       "\n",
       "_C241: - XPort_of_HaifaPort_of_Haifa + XPort_of_HaifaPort_of_King_Abdul_Aziz\n",
       " <= 0\n",
       "\n",
       "_C242: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_King_Abdul_Aziz\n",
       " <= 0\n",
       "\n",
       "_C243: XPort_of_ShuwaikhPort_of_King_Abdul_Aziz\n",
       " - XPort_of_ShuwaikhPort_of_Shuwaikh <= 0\n",
       "\n",
       "_C244: - XPort_of_BeirutPort_of_Beirut\n",
       " + XPort_of_BeirutPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C245: XPort_of_SalalahPort_of_King_Abdul_Aziz\n",
       " - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C246: - XPort_of_GazaPort_of_Gaza + XPort_of_GazaPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C247: - XPort_of_DohaPort_of_Doha + XPort_of_DohaPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C248: 0 XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C249: - XPort_of_JeddahPort_of_Jeddah\n",
       " + XPort_of_JeddahPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C250: XPort_of_LatakiaPort_of_King_Abdul_Aziz\n",
       " - XPort_of_LatakiaPort_of_Latakia <= 0\n",
       "\n",
       "_C251: XPort_of_MersinPort_of_King_Abdul_Aziz - XPort_of_MersinPort_of_Mersin\n",
       " <= 0\n",
       "\n",
       "_C252: - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " + XPort_of_Jebel_AliPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C253: - XPort_of_HodeidahPort_of_Hodeidah\n",
       " + XPort_of_HodeidahPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C254: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Jeddah <= 0\n",
       "\n",
       "_C255: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Jeddah <= 0\n",
       "\n",
       "_C256: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Jeddah <= 0\n",
       "\n",
       "_C257: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Jeddah <= 0\n",
       "\n",
       "_C258: XPort_of_Umm_QasrPort_of_Jeddah - XPort_of_Umm_QasrPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C259: - XPort_of_HaifaPort_of_Haifa + XPort_of_HaifaPort_of_Jeddah <= 0\n",
       "\n",
       "_C260: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Jeddah <= 0\n",
       "\n",
       "_C261: XPort_of_ShuwaikhPort_of_Jeddah - XPort_of_ShuwaikhPort_of_Shuwaikh\n",
       " <= 0\n",
       "\n",
       "_C262: - XPort_of_BeirutPort_of_Beirut + XPort_of_BeirutPort_of_Jeddah <= 0\n",
       "\n",
       "_C263: XPort_of_SalalahPort_of_Jeddah - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C264: - XPort_of_GazaPort_of_Gaza + XPort_of_GazaPort_of_Jeddah <= 0\n",
       "\n",
       "_C265: - XPort_of_DohaPort_of_Doha + XPort_of_DohaPort_of_Jeddah <= 0\n",
       "\n",
       "_C266: XPort_of_King_Abdul_AzizPort_of_Jeddah\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C267: 0 XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C268: XPort_of_LatakiaPort_of_Jeddah - XPort_of_LatakiaPort_of_Latakia <= 0\n",
       "\n",
       "_C269: XPort_of_MersinPort_of_Jeddah - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C270: - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " + XPort_of_Jebel_AliPort_of_Jeddah <= 0\n",
       "\n",
       "_C271: - XPort_of_HodeidahPort_of_Hodeidah + XPort_of_HodeidahPort_of_Jeddah\n",
       " <= 0\n",
       "\n",
       "_C272: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Latakia <= 0\n",
       "\n",
       "_C273: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Latakia <= 0\n",
       "\n",
       "_C274: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Latakia <= 0\n",
       "\n",
       "_C275: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Latakia <= 0\n",
       "\n",
       "_C276: XPort_of_Umm_QasrPort_of_Latakia - XPort_of_Umm_QasrPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C277: - XPort_of_HaifaPort_of_Haifa + XPort_of_HaifaPort_of_Latakia <= 0\n",
       "\n",
       "_C278: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Latakia <= 0\n",
       "\n",
       "_C279: XPort_of_ShuwaikhPort_of_Latakia - XPort_of_ShuwaikhPort_of_Shuwaikh\n",
       " <= 0\n",
       "\n",
       "_C280: - XPort_of_BeirutPort_of_Beirut + XPort_of_BeirutPort_of_Latakia <= 0\n",
       "\n",
       "_C281: XPort_of_SalalahPort_of_Latakia - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C282: - XPort_of_GazaPort_of_Gaza + XPort_of_GazaPort_of_Latakia <= 0\n",
       "\n",
       "_C283: - XPort_of_DohaPort_of_Doha + XPort_of_DohaPort_of_Latakia <= 0\n",
       "\n",
       "_C284: - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz\n",
       " + XPort_of_King_Abdul_AzizPort_of_Latakia <= 0\n",
       "\n",
       "_C285: - XPort_of_JeddahPort_of_Jeddah + XPort_of_JeddahPort_of_Latakia <= 0\n",
       "\n",
       "_C286: 0 XPort_of_LatakiaPort_of_Latakia <= 0\n",
       "\n",
       "_C287: XPort_of_MersinPort_of_Latakia - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C288: - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " + XPort_of_Jebel_AliPort_of_Latakia <= 0\n",
       "\n",
       "_C289: - XPort_of_HodeidahPort_of_Hodeidah + XPort_of_HodeidahPort_of_Latakia\n",
       " <= 0\n",
       "\n",
       "_C290: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Mersin <= 0\n",
       "\n",
       "_C291: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Mersin <= 0\n",
       "\n",
       "_C292: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Mersin <= 0\n",
       "\n",
       "_C293: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Mersin <= 0\n",
       "\n",
       "_C294: XPort_of_Umm_QasrPort_of_Mersin - XPort_of_Umm_QasrPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C295: - XPort_of_HaifaPort_of_Haifa + XPort_of_HaifaPort_of_Mersin <= 0\n",
       "\n",
       "_C296: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Mersin <= 0\n",
       "\n",
       "_C297: XPort_of_ShuwaikhPort_of_Mersin - XPort_of_ShuwaikhPort_of_Shuwaikh\n",
       " <= 0\n",
       "\n",
       "_C298: - XPort_of_BeirutPort_of_Beirut + XPort_of_BeirutPort_of_Mersin <= 0\n",
       "\n",
       "_C299: XPort_of_SalalahPort_of_Mersin - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C300: - XPort_of_GazaPort_of_Gaza + XPort_of_GazaPort_of_Mersin <= 0\n",
       "\n",
       "_C301: - XPort_of_DohaPort_of_Doha + XPort_of_DohaPort_of_Mersin <= 0\n",
       "\n",
       "_C302: - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz\n",
       " + XPort_of_King_Abdul_AzizPort_of_Mersin <= 0\n",
       "\n",
       "_C303: - XPort_of_JeddahPort_of_Jeddah + XPort_of_JeddahPort_of_Mersin <= 0\n",
       "\n",
       "_C304: - XPort_of_LatakiaPort_of_Latakia + XPort_of_LatakiaPort_of_Mersin <= 0\n",
       "\n",
       "_C305: 0 XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C306: - XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " + XPort_of_Jebel_AliPort_of_Mersin <= 0\n",
       "\n",
       "_C307: - XPort_of_HodeidahPort_of_Hodeidah + XPort_of_HodeidahPort_of_Mersin\n",
       " <= 0\n",
       "\n",
       "_C308: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C309: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C310: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C311: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C312: XPort_of_Umm_QasrPort_of_Jebel_Ali - XPort_of_Umm_QasrPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C313: - XPort_of_HaifaPort_of_Haifa + XPort_of_HaifaPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C314: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C315: XPort_of_ShuwaikhPort_of_Jebel_Ali - XPort_of_ShuwaikhPort_of_Shuwaikh\n",
       " <= 0\n",
       "\n",
       "_C316: - XPort_of_BeirutPort_of_Beirut + XPort_of_BeirutPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C317: XPort_of_SalalahPort_of_Jebel_Ali - XPort_of_SalalahPort_of_Salalah\n",
       " <= 0\n",
       "\n",
       "_C318: - XPort_of_GazaPort_of_Gaza + XPort_of_GazaPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C319: - XPort_of_DohaPort_of_Doha + XPort_of_DohaPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C320: XPort_of_King_Abdul_AzizPort_of_Jebel_Ali\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C321: XPort_of_JeddahPort_of_Jebel_Ali - XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C322: XPort_of_LatakiaPort_of_Jebel_Ali - XPort_of_LatakiaPort_of_Latakia\n",
       " <= 0\n",
       "\n",
       "_C323: XPort_of_MersinPort_of_Jebel_Ali - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C324: 0 XPort_of_Jebel_AliPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C325: - XPort_of_HodeidahPort_of_Hodeidah\n",
       " + XPort_of_HodeidahPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C326: - XMina_SalmanMina_Salman + XMina_SalmanPort_of_Hodeidah <= 0\n",
       "\n",
       "_C327: - XLarnaca_PortLarnaca_Port + XLarnaca_PortPort_of_Hodeidah <= 0\n",
       "\n",
       "_C328: - XPort_of_AlexandriaPort_of_Alexandria\n",
       " + XPort_of_AlexandriaPort_of_Hodeidah <= 0\n",
       "\n",
       "_C329: - XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + XPort_of_Bandar_AbbasPort_of_Hodeidah <= 0\n",
       "\n",
       "_C330: XPort_of_Umm_QasrPort_of_Hodeidah - XPort_of_Umm_QasrPort_of_Umm_Qasr\n",
       " <= 0\n",
       "\n",
       "_C331: - XPort_of_HaifaPort_of_Haifa + XPort_of_HaifaPort_of_Hodeidah <= 0\n",
       "\n",
       "_C332: - XPort_of_AqabaPort_of_Aqaba + XPort_of_AqabaPort_of_Hodeidah <= 0\n",
       "\n",
       "_C333: XPort_of_ShuwaikhPort_of_Hodeidah - XPort_of_ShuwaikhPort_of_Shuwaikh\n",
       " <= 0\n",
       "\n",
       "_C334: - XPort_of_BeirutPort_of_Beirut + XPort_of_BeirutPort_of_Hodeidah <= 0\n",
       "\n",
       "_C335: XPort_of_SalalahPort_of_Hodeidah - XPort_of_SalalahPort_of_Salalah <= 0\n",
       "\n",
       "_C336: - XPort_of_GazaPort_of_Gaza + XPort_of_GazaPort_of_Hodeidah <= 0\n",
       "\n",
       "_C337: - XPort_of_DohaPort_of_Doha + XPort_of_DohaPort_of_Hodeidah <= 0\n",
       "\n",
       "_C338: XPort_of_King_Abdul_AzizPort_of_Hodeidah\n",
       " - XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 0\n",
       "\n",
       "_C339: XPort_of_JeddahPort_of_Hodeidah - XPort_of_JeddahPort_of_Jeddah <= 0\n",
       "\n",
       "_C340: XPort_of_LatakiaPort_of_Hodeidah - XPort_of_LatakiaPort_of_Latakia <= 0\n",
       "\n",
       "_C341: XPort_of_MersinPort_of_Hodeidah - XPort_of_MersinPort_of_Mersin <= 0\n",
       "\n",
       "_C342: XPort_of_Jebel_AliPort_of_Hodeidah\n",
       " - XPort_of_Jebel_AliPort_of_Jebel_Ali <= 0\n",
       "\n",
       "_C343: 0 XPort_of_HodeidahPort_of_Hodeidah <= 0\n",
       "\n",
       "_C344: 20211709.62 XMina_SalmanLarnaca_Port\n",
       " + 52926740.45 XMina_SalmanMina_Salman\n",
       " + 219933980.04 XMina_SalmanPort_of_Alexandria\n",
       " + 107530347.57 XMina_SalmanPort_of_Aqaba\n",
       " + 150919247.29 XMina_SalmanPort_of_Bandar_Abbas\n",
       " + 49856593.12 XMina_SalmanPort_of_Beirut\n",
       " + 55444187.63 XMina_SalmanPort_of_Doha + 11357941.91 XMina_SalmanPort_of_Gaza\n",
       " + 219082653.37 XMina_SalmanPort_of_Haifa\n",
       " + 16109213.06 XMina_SalmanPort_of_Hodeidah\n",
       " + 494016476.75 XMina_SalmanPort_of_Jebel_Ali\n",
       " + 255172735.53 XMina_SalmanPort_of_Jeddah\n",
       " + 255172735.53 XMina_SalmanPort_of_King_Abdul_Aziz\n",
       " + 30226871.78 XMina_SalmanPort_of_Latakia\n",
       " + 133474473.15 XMina_SalmanPort_of_Mersin\n",
       " + 150185708.09 XMina_SalmanPort_of_Salalah\n",
       " + 133005844.58 XMina_SalmanPort_of_Shuwaikh\n",
       " + 216546853.27 XMina_SalmanPort_of_Umm_Qasr <= 860000000\n",
       "\n",
       "_C345: 20211709.62 XLarnaca_PortLarnaca_Port\n",
       " + 52926740.45 XLarnaca_PortMina_Salman\n",
       " + 219933980.04 XLarnaca_PortPort_of_Alexandria\n",
       " + 107530347.57 XLarnaca_PortPort_of_Aqaba\n",
       " + 150919247.29 XLarnaca_PortPort_of_Bandar_Abbas\n",
       " + 49856593.12 XLarnaca_PortPort_of_Beirut\n",
       " + 55444187.63 XLarnaca_PortPort_of_Doha\n",
       " + 11357941.91 XLarnaca_PortPort_of_Gaza\n",
       " + 219082653.37 XLarnaca_PortPort_of_Haifa\n",
       " + 16109213.06 XLarnaca_PortPort_of_Hodeidah\n",
       " + 494016476.75 XLarnaca_PortPort_of_Jebel_Ali\n",
       " + 255172735.53 XLarnaca_PortPort_of_Jeddah\n",
       " + 255172735.53 XLarnaca_PortPort_of_King_Abdul_Aziz\n",
       " + 30226871.78 XLarnaca_PortPort_of_Latakia\n",
       " + 133474473.15 XLarnaca_PortPort_of_Mersin\n",
       " + 150185708.09 XLarnaca_PortPort_of_Salalah\n",
       " + 133005844.58 XLarnaca_PortPort_of_Shuwaikh\n",
       " + 216546853.27 XLarnaca_PortPort_of_Umm_Qasr <= 860000000\n",
       "\n",
       "_C346: 20211709.62 XPort_of_AlexandriaLarnaca_Port\n",
       " + 52926740.45 XPort_of_AlexandriaMina_Salman\n",
       " + 219933980.04 XPort_of_AlexandriaPort_of_Alexandria\n",
       " + 107530347.57 XPort_of_AlexandriaPort_of_Aqaba\n",
       " + 150919247.29 XPort_of_AlexandriaPort_of_Bandar_Abbas\n",
       " + 49856593.12 XPort_of_AlexandriaPort_of_Beirut\n",
       " + 55444187.63 XPort_of_AlexandriaPort_of_Doha\n",
       " + 11357941.91 XPort_of_AlexandriaPort_of_Gaza\n",
       " + 219082653.37 XPort_of_AlexandriaPort_of_Haifa\n",
       " + 16109213.06 XPort_of_AlexandriaPort_of_Hodeidah\n",
       " + 494016476.75 XPort_of_AlexandriaPort_of_Jebel_Ali\n",
       " + 255172735.53 XPort_of_AlexandriaPort_of_Jeddah\n",
       " + 255172735.53 XPort_of_AlexandriaPort_of_King_Abdul_Aziz\n",
       " + 30226871.78 XPort_of_AlexandriaPort_of_Latakia\n",
       " + 133474473.15 XPort_of_AlexandriaPort_of_Mersin\n",
       " + 150185708.09 XPort_of_AlexandriaPort_of_Salalah\n",
       " + 133005844.58 XPort_of_AlexandriaPort_of_Shuwaikh\n",
       " + 216546853.27 XPort_of_AlexandriaPort_of_Umm_Qasr <= 860000000\n",
       "\n",
       "_C347: 20211709.62 XPort_of_Bandar_AbbasLarnaca_Port\n",
       " + 52926740.45 XPort_of_Bandar_AbbasMina_Salman\n",
       " + 219933980.04 XPort_of_Bandar_AbbasPort_of_Alexandria\n",
       " + 107530347.57 XPort_of_Bandar_AbbasPort_of_Aqaba\n",
       " + 150919247.29 XPort_of_Bandar_AbbasPort_of_Bandar_Abbas\n",
       " + 49856593.12 XPort_of_Bandar_AbbasPort_of_Beirut\n",
       " + 55444187.63 XPort_of_Bandar_AbbasPort_of_Doha\n",
       " + 11357941.91 XPort_of_Bandar_AbbasPort_of_Gaza\n",
       " + 219082653.37 XPort_of_Bandar_AbbasPort_of_Haifa\n",
       " + 16109213.06 XPort_of_Bandar_AbbasPort_of_Hodeidah\n",
       " + 494016476.75 XPort_of_Bandar_AbbasPort_of_Jebel_Ali\n",
       " + 255172735.53 XPort_of_Bandar_AbbasPort_of_Jeddah\n",
       " + 255172735.53 XPort_of_Bandar_AbbasPort_of_King_Abdul_Aziz\n",
       " + 30226871.78 XPort_of_Bandar_AbbasPort_of_Latakia\n",
       " + 133474473.15 XPort_of_Bandar_AbbasPort_of_Mersin\n",
       " + 150185708.09 XPort_of_Bandar_AbbasPort_of_Salalah\n",
       " + 133005844.58 XPort_of_Bandar_AbbasPort_of_Shuwaikh\n",
       " + 216546853.27 XPort_of_Bandar_AbbasPort_of_Umm_Qasr <= 860000000\n",
       "\n",
       "_C348: 20211709.62 XPort_of_Umm_QasrLarnaca_Port\n",
       " + 52926740.45 XPort_of_Umm_QasrMina_Salman\n",
       " + 219933980.04 XPort_of_Umm_QasrPort_of_Alexandria\n",
       " + 107530347.57 XPort_of_Umm_QasrPort_of_Aqaba\n",
       " + 150919247.29 XPort_of_Umm_QasrPort_of_Bandar_Abbas\n",
       " + 49856593.12 XPort_of_Umm_QasrPort_of_Beirut\n",
       " + 55444187.63 XPort_of_Umm_QasrPort_of_Doha\n",
       " + 11357941.91 XPort_of_Umm_QasrPort_of_Gaza\n",
       " + 219082653.37 XPort_of_Umm_QasrPort_of_Haifa\n",
       " + 16109213.06 XPort_of_Umm_QasrPort_of_Hodeidah\n",
       " + 494016476.75 XPort_of_Umm_QasrPort_of_Jebel_Ali\n",
       " + 255172735.53 XPort_of_Umm_QasrPort_of_Jeddah\n",
       " + 255172735.53 XPort_of_Umm_QasrPort_of_King_Abdul_Aziz\n",
       " + 30226871.78 XPort_of_Umm_QasrPort_of_Latakia\n",
       " + 133474473.15 XPort_of_Umm_QasrPort_of_Mersin\n",
       " + 150185708.09 XPort_of_Umm_QasrPort_of_Salalah\n",
       " + 133005844.58 XPort_of_Umm_QasrPort_of_Shuwaikh\n",
       " + 216546853.27 XPort_of_Umm_QasrPort_of_Umm_Qasr <= 860000000\n",
       "\n",
       "_C349: 20211709.62 XPort_of_HaifaLarnaca_Port\n",
       " + 52926740.45 XPort_of_HaifaMina_Salman\n",
       " + 219933980.04 XPort_of_HaifaPort_of_Alexandria\n",
       " + 107530347.57 XPort_of_HaifaPort_of_Aqaba\n",
       " + 150919247.29 XPort_of_HaifaPort_of_Bandar_Abbas\n",
       " + 49856593.12 XPort_of_HaifaPort_of_Beirut\n",
       " + 55444187.63 XPort_of_HaifaPort_of_Doha\n",
       " + 11357941.91 XPort_of_HaifaPort_of_Gaza\n",
       " + 219082653.37 XPort_of_HaifaPort_of_Haifa\n",
       " + 16109213.06 XPort_of_HaifaPort_of_Hodeidah\n",
       " + 494016476.75 XPort_of_HaifaPort_of_Jebel_Ali\n",
       " + 255172735.53 XPort_of_HaifaPort_of_Jeddah\n",
       " + 255172735.53 XPort_of_HaifaPort_of_King_Abdul_Aziz\n",
       " + 30226871.78 XPort_of_HaifaPort_of_Latakia\n",
       " + 133474473.15 XPort_of_HaifaPort_of_Mersin\n",
       " + 150185708.09 XPort_of_HaifaPort_of_Salalah\n",
       " + 133005844.58 XPort_of_HaifaPort_of_Shuwaikh\n",
       " + 216546853.27 XPort_of_HaifaPort_of_Umm_Qasr <= 860000000\n",
       "\n",
       "_C350: 20211709.62 XPort_of_AqabaLarnaca_Port\n",
       " + 52926740.45 XPort_of_AqabaMina_Salman\n",
       " + 219933980.04 XPort_of_AqabaPort_of_Alexandria\n",
       " + 107530347.57 XPort_of_AqabaPort_of_Aqaba\n",
       " + 150919247.29 XPort_of_AqabaPort_of_Bandar_Abbas\n",
       " + 49856593.12 XPort_of_AqabaPort_of_Beirut\n",
       " + 55444187.63 XPort_of_AqabaPort_of_Doha\n",
       " + 11357941.91 XPort_of_AqabaPort_of_Gaza\n",
       " + 219082653.37 XPort_of_AqabaPort_of_Haifa\n",
       " + 16109213.06 XPort_of_AqabaPort_of_Hodeidah\n",
       " + 494016476.75 XPort_of_AqabaPort_of_Jebel_Ali\n",
       " + 255172735.53 XPort_of_AqabaPort_of_Jeddah\n",
       " + 255172735.53 XPort_of_AqabaPort_of_King_Abdul_Aziz\n",
       " + 30226871.78 XPort_of_AqabaPort_of_Latakia\n",
       " + 133474473.15 XPort_of_AqabaPort_of_Mersin\n",
       " + 150185708.09 XPort_of_AqabaPort_of_Salalah\n",
       " + 133005844.58 XPort_of_AqabaPort_of_Shuwaikh\n",
       " + 216546853.27 XPort_of_AqabaPort_of_Umm_Qasr <= 860000000\n",
       "\n",
       "_C351: 20211709.62 XPort_of_ShuwaikhLarnaca_Port\n",
       " + 52926740.45 XPort_of_ShuwaikhMina_Salman\n",
       " + 219933980.04 XPort_of_ShuwaikhPort_of_Alexandria\n",
       " + 107530347.57 XPort_of_ShuwaikhPort_of_Aqaba\n",
       " + 150919247.29 XPort_of_ShuwaikhPort_of_Bandar_Abbas\n",
       " + 49856593.12 XPort_of_ShuwaikhPort_of_Beirut\n",
       " + 55444187.63 XPort_of_ShuwaikhPort_of_Doha\n",
       " + 11357941.91 XPort_of_ShuwaikhPort_of_Gaza\n",
       " + 219082653.37 XPort_of_ShuwaikhPort_of_Haifa\n",
       " + 16109213.06 XPort_of_ShuwaikhPort_of_Hodeidah\n",
       " + 494016476.75 XPort_of_ShuwaikhPort_of_Jebel_Ali\n",
       " + 255172735.53 XPort_of_ShuwaikhPort_of_Jeddah\n",
       " + 255172735.53 XPort_of_ShuwaikhPort_of_King_Abdul_Aziz\n",
       " + 30226871.78 XPort_of_ShuwaikhPort_of_Latakia\n",
       " + 133474473.15 XPort_of_ShuwaikhPort_of_Mersin\n",
       " + 150185708.09 XPort_of_ShuwaikhPort_of_Salalah\n",
       " + 133005844.58 XPort_of_ShuwaikhPort_of_Shuwaikh\n",
       " + 216546853.27 XPort_of_ShuwaikhPort_of_Umm_Qasr <= 860000000\n",
       "\n",
       "_C352: 20211709.62 XPort_of_BeirutLarnaca_Port\n",
       " + 52926740.45 XPort_of_BeirutMina_Salman\n",
       " + 219933980.04 XPort_of_BeirutPort_of_Alexandria\n",
       " + 107530347.57 XPort_of_BeirutPort_of_Aqaba\n",
       " + 150919247.29 XPort_of_BeirutPort_of_Bandar_Abbas\n",
       " + 49856593.12 XPort_of_BeirutPort_of_Beirut\n",
       " + 55444187.63 XPort_of_BeirutPort_of_Doha\n",
       " + 11357941.91 XPort_of_BeirutPort_of_Gaza\n",
       " + 219082653.37 XPort_of_BeirutPort_of_Haifa\n",
       " + 16109213.06 XPort_of_BeirutPort_of_Hodeidah\n",
       " + 494016476.75 XPort_of_BeirutPort_of_Jebel_Ali\n",
       " + 255172735.53 XPort_of_BeirutPort_of_Jeddah\n",
       " + 255172735.53 XPort_of_BeirutPort_of_King_Abdul_Aziz\n",
       " + 30226871.78 XPort_of_BeirutPort_of_Latakia\n",
       " + 133474473.15 XPort_of_BeirutPort_of_Mersin\n",
       " + 150185708.09 XPort_of_BeirutPort_of_Salalah\n",
       " + 133005844.58 XPort_of_BeirutPort_of_Shuwaikh\n",
       " + 216546853.27 XPort_of_BeirutPort_of_Umm_Qasr <= 860000000\n",
       "\n",
       "_C353: 20211709.62 XPort_of_SalalahLarnaca_Port\n",
       " + 52926740.45 XPort_of_SalalahMina_Salman\n",
       " + 219933980.04 XPort_of_SalalahPort_of_Alexandria\n",
       " + 107530347.57 XPort_of_SalalahPort_of_Aqaba\n",
       " + 150919247.29 XPort_of_SalalahPort_of_Bandar_Abbas\n",
       " + 49856593.12 XPort_of_SalalahPort_of_Beirut\n",
       " + 55444187.63 XPort_of_SalalahPort_of_Doha\n",
       " + 11357941.91 XPort_of_SalalahPort_of_Gaza\n",
       " + 219082653.37 XPort_of_SalalahPort_of_Haifa\n",
       " + 16109213.06 XPort_of_SalalahPort_of_Hodeidah\n",
       " + 494016476.75 XPort_of_SalalahPort_of_Jebel_Ali\n",
       " + 255172735.53 XPort_of_SalalahPort_of_Jeddah\n",
       " + 255172735.53 XPort_of_SalalahPort_of_King_Abdul_Aziz\n",
       " + 30226871.78 XPort_of_SalalahPort_of_Latakia\n",
       " + 133474473.15 XPort_of_SalalahPort_of_Mersin\n",
       " + 150185708.09 XPort_of_SalalahPort_of_Salalah\n",
       " + 133005844.58 XPort_of_SalalahPort_of_Shuwaikh\n",
       " + 216546853.27 XPort_of_SalalahPort_of_Umm_Qasr <= 860000000\n",
       "\n",
       "_C354: 20211709.62 XPort_of_GazaLarnaca_Port\n",
       " + 52926740.45 XPort_of_GazaMina_Salman\n",
       " + 219933980.04 XPort_of_GazaPort_of_Alexandria\n",
       " + 107530347.57 XPort_of_GazaPort_of_Aqaba\n",
       " + 150919247.29 XPort_of_GazaPort_of_Bandar_Abbas\n",
       " + 49856593.12 XPort_of_GazaPort_of_Beirut\n",
       " + 55444187.63 XPort_of_GazaPort_of_Doha\n",
       " + 11357941.91 XPort_of_GazaPort_of_Gaza\n",
       " + 219082653.37 XPort_of_GazaPort_of_Haifa\n",
       " + 16109213.06 XPort_of_GazaPort_of_Hodeidah\n",
       " + 494016476.75 XPort_of_GazaPort_of_Jebel_Ali\n",
       " + 255172735.53 XPort_of_GazaPort_of_Jeddah\n",
       " + 255172735.53 XPort_of_GazaPort_of_King_Abdul_Aziz\n",
       " + 30226871.78 XPort_of_GazaPort_of_Latakia\n",
       " + 133474473.15 XPort_of_GazaPort_of_Mersin\n",
       " + 150185708.09 XPort_of_GazaPort_of_Salalah\n",
       " + 133005844.58 XPort_of_GazaPort_of_Shuwaikh\n",
       " + 216546853.27 XPort_of_GazaPort_of_Umm_Qasr <= 860000000\n",
       "\n",
       "_C355: 20211709.62 XPort_of_DohaLarnaca_Port\n",
       " + 52926740.45 XPort_of_DohaMina_Salman\n",
       " + 219933980.04 XPort_of_DohaPort_of_Alexandria\n",
       " + 107530347.57 XPort_of_DohaPort_of_Aqaba\n",
       " + 150919247.29 XPort_of_DohaPort_of_Bandar_Abbas\n",
       " + 49856593.12 XPort_of_DohaPort_of_Beirut\n",
       " + 55444187.63 XPort_of_DohaPort_of_Doha\n",
       " + 11357941.91 XPort_of_DohaPort_of_Gaza\n",
       " + 219082653.37 XPort_of_DohaPort_of_Haifa\n",
       " + 16109213.06 XPort_of_DohaPort_of_Hodeidah\n",
       " + 494016476.75 XPort_of_DohaPort_of_Jebel_Ali\n",
       " + 255172735.53 XPort_of_DohaPort_of_Jeddah\n",
       " + 255172735.53 XPort_of_DohaPort_of_King_Abdul_Aziz\n",
       " + 30226871.78 XPort_of_DohaPort_of_Latakia\n",
       " + 133474473.15 XPort_of_DohaPort_of_Mersin\n",
       " + 150185708.09 XPort_of_DohaPort_of_Salalah\n",
       " + 133005844.58 XPort_of_DohaPort_of_Shuwaikh\n",
       " + 216546853.27 XPort_of_DohaPort_of_Umm_Qasr <= 860000000\n",
       "\n",
       "_C356: 20211709.62 XPort_of_King_Abdul_AzizLarnaca_Port\n",
       " + 52926740.45 XPort_of_King_Abdul_AzizMina_Salman\n",
       " + 219933980.04 XPort_of_King_Abdul_AzizPort_of_Alexandria\n",
       " + 107530347.57 XPort_of_King_Abdul_AzizPort_of_Aqaba\n",
       " + 150919247.29 XPort_of_King_Abdul_AzizPort_of_Bandar_Abbas\n",
       " + 49856593.12 XPort_of_King_Abdul_AzizPort_of_Beirut\n",
       " + 55444187.63 XPort_of_King_Abdul_AzizPort_of_Doha\n",
       " + 11357941.91 XPort_of_King_Abdul_AzizPort_of_Gaza\n",
       " + 219082653.37 XPort_of_King_Abdul_AzizPort_of_Haifa\n",
       " + 16109213.06 XPort_of_King_Abdul_AzizPort_of_Hodeidah\n",
       " + 494016476.75 XPort_of_King_Abdul_AzizPort_of_Jebel_Ali\n",
       " + 255172735.53 XPort_of_King_Abdul_AzizPort_of_Jeddah\n",
       " + 255172735.53 XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz\n",
       " + 30226871.78 XPort_of_King_Abdul_AzizPort_of_Latakia\n",
       " + 133474473.15 XPort_of_King_Abdul_AzizPort_of_Mersin\n",
       " + 150185708.09 XPort_of_King_Abdul_AzizPort_of_Salalah\n",
       " + 133005844.58 XPort_of_King_Abdul_AzizPort_of_Shuwaikh\n",
       " + 216546853.27 XPort_of_King_Abdul_AzizPort_of_Umm_Qasr <= 860000000\n",
       "\n",
       "_C357: 20211709.62 XPort_of_JeddahLarnaca_Port\n",
       " + 52926740.45 XPort_of_JeddahMina_Salman\n",
       " + 219933980.04 XPort_of_JeddahPort_of_Alexandria\n",
       " + 107530347.57 XPort_of_JeddahPort_of_Aqaba\n",
       " + 150919247.29 XPort_of_JeddahPort_of_Bandar_Abbas\n",
       " + 49856593.12 XPort_of_JeddahPort_of_Beirut\n",
       " + 55444187.63 XPort_of_JeddahPort_of_Doha\n",
       " + 11357941.91 XPort_of_JeddahPort_of_Gaza\n",
       " + 219082653.37 XPort_of_JeddahPort_of_Haifa\n",
       " + 16109213.06 XPort_of_JeddahPort_of_Hodeidah\n",
       " + 494016476.75 XPort_of_JeddahPort_of_Jebel_Ali\n",
       " + 255172735.53 XPort_of_JeddahPort_of_Jeddah\n",
       " + 255172735.53 XPort_of_JeddahPort_of_King_Abdul_Aziz\n",
       " + 30226871.78 XPort_of_JeddahPort_of_Latakia\n",
       " + 133474473.15 XPort_of_JeddahPort_of_Mersin\n",
       " + 150185708.09 XPort_of_JeddahPort_of_Salalah\n",
       " + 133005844.58 XPort_of_JeddahPort_of_Shuwaikh\n",
       " + 216546853.27 XPort_of_JeddahPort_of_Umm_Qasr <= 860000000\n",
       "\n",
       "_C358: 20211709.62 XPort_of_LatakiaLarnaca_Port\n",
       " + 52926740.45 XPort_of_LatakiaMina_Salman\n",
       " + 219933980.04 XPort_of_LatakiaPort_of_Alexandria\n",
       " + 107530347.57 XPort_of_LatakiaPort_of_Aqaba\n",
       " + 150919247.29 XPort_of_LatakiaPort_of_Bandar_Abbas\n",
       " + 49856593.12 XPort_of_LatakiaPort_of_Beirut\n",
       " + 55444187.63 XPort_of_LatakiaPort_of_Doha\n",
       " + 11357941.91 XPort_of_LatakiaPort_of_Gaza\n",
       " + 219082653.37 XPort_of_LatakiaPort_of_Haifa\n",
       " + 16109213.06 XPort_of_LatakiaPort_of_Hodeidah\n",
       " + 494016476.75 XPort_of_LatakiaPort_of_Jebel_Ali\n",
       " + 255172735.53 XPort_of_LatakiaPort_of_Jeddah\n",
       " + 255172735.53 XPort_of_LatakiaPort_of_King_Abdul_Aziz\n",
       " + 30226871.78 XPort_of_LatakiaPort_of_Latakia\n",
       " + 133474473.15 XPort_of_LatakiaPort_of_Mersin\n",
       " + 150185708.09 XPort_of_LatakiaPort_of_Salalah\n",
       " + 133005844.58 XPort_of_LatakiaPort_of_Shuwaikh\n",
       " + 216546853.27 XPort_of_LatakiaPort_of_Umm_Qasr <= 860000000\n",
       "\n",
       "_C359: 20211709.62 XPort_of_MersinLarnaca_Port\n",
       " + 52926740.45 XPort_of_MersinMina_Salman\n",
       " + 219933980.04 XPort_of_MersinPort_of_Alexandria\n",
       " + 107530347.57 XPort_of_MersinPort_of_Aqaba\n",
       " + 150919247.29 XPort_of_MersinPort_of_Bandar_Abbas\n",
       " + 49856593.12 XPort_of_MersinPort_of_Beirut\n",
       " + 55444187.63 XPort_of_MersinPort_of_Doha\n",
       " + 11357941.91 XPort_of_MersinPort_of_Gaza\n",
       " + 219082653.37 XPort_of_MersinPort_of_Haifa\n",
       " + 16109213.06 XPort_of_MersinPort_of_Hodeidah\n",
       " + 494016476.75 XPort_of_MersinPort_of_Jebel_Ali\n",
       " + 255172735.53 XPort_of_MersinPort_of_Jeddah\n",
       " + 255172735.53 XPort_of_MersinPort_of_King_Abdul_Aziz\n",
       " + 30226871.78 XPort_of_MersinPort_of_Latakia\n",
       " + 133474473.15 XPort_of_MersinPort_of_Mersin\n",
       " + 150185708.09 XPort_of_MersinPort_of_Salalah\n",
       " + 133005844.58 XPort_of_MersinPort_of_Shuwaikh\n",
       " + 216546853.27 XPort_of_MersinPort_of_Umm_Qasr <= 860000000\n",
       "\n",
       "_C360: 20211709.62 XPort_of_Jebel_AliLarnaca_Port\n",
       " + 52926740.45 XPort_of_Jebel_AliMina_Salman\n",
       " + 219933980.04 XPort_of_Jebel_AliPort_of_Alexandria\n",
       " + 107530347.57 XPort_of_Jebel_AliPort_of_Aqaba\n",
       " + 150919247.29 XPort_of_Jebel_AliPort_of_Bandar_Abbas\n",
       " + 49856593.12 XPort_of_Jebel_AliPort_of_Beirut\n",
       " + 55444187.63 XPort_of_Jebel_AliPort_of_Doha\n",
       " + 11357941.91 XPort_of_Jebel_AliPort_of_Gaza\n",
       " + 219082653.37 XPort_of_Jebel_AliPort_of_Haifa\n",
       " + 16109213.06 XPort_of_Jebel_AliPort_of_Hodeidah\n",
       " + 494016476.75 XPort_of_Jebel_AliPort_of_Jebel_Ali\n",
       " + 255172735.53 XPort_of_Jebel_AliPort_of_Jeddah\n",
       " + 255172735.53 XPort_of_Jebel_AliPort_of_King_Abdul_Aziz\n",
       " + 30226871.78 XPort_of_Jebel_AliPort_of_Latakia\n",
       " + 133474473.15 XPort_of_Jebel_AliPort_of_Mersin\n",
       " + 150185708.09 XPort_of_Jebel_AliPort_of_Salalah\n",
       " + 133005844.58 XPort_of_Jebel_AliPort_of_Shuwaikh\n",
       " + 216546853.27 XPort_of_Jebel_AliPort_of_Umm_Qasr <= 860000000\n",
       "\n",
       "_C361: 20211709.62 XPort_of_HodeidahLarnaca_Port\n",
       " + 52926740.45 XPort_of_HodeidahMina_Salman\n",
       " + 219933980.04 XPort_of_HodeidahPort_of_Alexandria\n",
       " + 107530347.57 XPort_of_HodeidahPort_of_Aqaba\n",
       " + 150919247.29 XPort_of_HodeidahPort_of_Bandar_Abbas\n",
       " + 49856593.12 XPort_of_HodeidahPort_of_Beirut\n",
       " + 55444187.63 XPort_of_HodeidahPort_of_Doha\n",
       " + 11357941.91 XPort_of_HodeidahPort_of_Gaza\n",
       " + 219082653.37 XPort_of_HodeidahPort_of_Haifa\n",
       " + 16109213.06 XPort_of_HodeidahPort_of_Hodeidah\n",
       " + 494016476.75 XPort_of_HodeidahPort_of_Jebel_Ali\n",
       " + 255172735.53 XPort_of_HodeidahPort_of_Jeddah\n",
       " + 255172735.53 XPort_of_HodeidahPort_of_King_Abdul_Aziz\n",
       " + 30226871.78 XPort_of_HodeidahPort_of_Latakia\n",
       " + 133474473.15 XPort_of_HodeidahPort_of_Mersin\n",
       " + 150185708.09 XPort_of_HodeidahPort_of_Salalah\n",
       " + 133005844.58 XPort_of_HodeidahPort_of_Shuwaikh\n",
       " + 216546853.27 XPort_of_HodeidahPort_of_Umm_Qasr <= 860000000\n",
       "\n",
       "VARIABLES\n",
       "0 <= XLarnaca_PortLarnaca_Port <= 1 Integer\n",
       "0 <= XLarnaca_PortMina_Salman <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Alexandria <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Aqaba <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Beirut <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Doha <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Gaza <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Haifa <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Jeddah <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Latakia <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Mersin <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Salalah <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XLarnaca_PortPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XMina_SalmanLarnaca_Port <= 1 Integer\n",
       "0 <= XMina_SalmanMina_Salman <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Alexandria <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Aqaba <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Beirut <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Doha <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Gaza <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Haifa <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Jeddah <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Latakia <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Mersin <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Salalah <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XMina_SalmanPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_AlexandriaPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_AqabaLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_AqabaMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_AqabaPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_Bandar_AbbasPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_BeirutLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_BeirutMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_BeirutPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_DohaLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_DohaMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_DohaPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_GazaLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_GazaMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_GazaPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_HaifaLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_HaifaMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_HaifaPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_HodeidahLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_HodeidahMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_HodeidahPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_Jebel_AliPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_JeddahLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_JeddahMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_JeddahPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_King_Abdul_AzizPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_LatakiaLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_LatakiaMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_LatakiaPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_MersinLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_MersinMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_MersinPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_SalalahLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_SalalahMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_SalalahPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_ShuwaikhPort_of_Umm_Qasr <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrLarnaca_Port <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrMina_Salman <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Alexandria <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Aqaba <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Bandar_Abbas <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Beirut <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Doha <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Gaza <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Haifa <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Hodeidah <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Jebel_Ali <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Jeddah <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_King_Abdul_Aziz <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Latakia <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Mersin <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Salalah <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Shuwaikh <= 1 Integer\n",
       "0 <= XPort_of_Umm_QasrPort_of_Umm_Qasr <= 1 Integer"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Setting up constraints\n",
    "plant_numbers=3\n",
    "prob+= sum(X[i][i] for i in demand_points)==plant_numbers\n",
    "\n",
    "for j in demand_points:\n",
    "    prob+= sum(X[i][j] for i in demand_points)==1\n",
    "    \n",
    "for j in demand_points:\n",
    "    for i in demand_points:\n",
    "        prob+= X[i][j]<=X[i][i] \n",
    "        \n",
    "for i in demand_points:\n",
    "    prob+= sum(vehicle_demands[j]*X[i][j] for j in demand_points) <= 920430000\n",
    "        \n",
    "prob\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Saving the model to a lp file\n",
    "prob.writeLP(\"p-median.lp\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Status: Optimal\n",
      "Objective:  825246237851.5491\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "{'XLarnaca_PortLarnaca_Port': 0.0,\n",
       " 'XLarnaca_PortMina_Salman': 0.0,\n",
       " 'XLarnaca_PortPort_of_Alexandria': 0.0,\n",
       " 'XLarnaca_PortPort_of_Aqaba': 0.0,\n",
       " 'XLarnaca_PortPort_of_Bandar_Abbas': 0.0,\n",
       " 'XLarnaca_PortPort_of_Beirut': 0.0,\n",
       " 'XLarnaca_PortPort_of_Doha': 0.0,\n",
       " 'XLarnaca_PortPort_of_Gaza': 0.0,\n",
       " 'XLarnaca_PortPort_of_Haifa': 0.0,\n",
       " 'XLarnaca_PortPort_of_Hodeidah': 0.0,\n",
       " 'XLarnaca_PortPort_of_Jebel_Ali': 0.0,\n",
       " 'XLarnaca_PortPort_of_Jeddah': 0.0,\n",
       " 'XLarnaca_PortPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XLarnaca_PortPort_of_Latakia': 0.0,\n",
       " 'XLarnaca_PortPort_of_Mersin': 0.0,\n",
       " 'XLarnaca_PortPort_of_Salalah': 0.0,\n",
       " 'XLarnaca_PortPort_of_Shuwaikh': 0.0,\n",
       " 'XLarnaca_PortPort_of_Umm_Qasr': 0.0,\n",
       " 'XMina_SalmanLarnaca_Port': 0.0,\n",
       " 'XMina_SalmanMina_Salman': 1.0,\n",
       " 'XMina_SalmanPort_of_Alexandria': 0.0,\n",
       " 'XMina_SalmanPort_of_Aqaba': 0.0,\n",
       " 'XMina_SalmanPort_of_Bandar_Abbas': 1.0,\n",
       " 'XMina_SalmanPort_of_Beirut': 0.0,\n",
       " 'XMina_SalmanPort_of_Doha': 0.0,\n",
       " 'XMina_SalmanPort_of_Gaza': 1.0,\n",
       " 'XMina_SalmanPort_of_Haifa': 0.0,\n",
       " 'XMina_SalmanPort_of_Hodeidah': 0.0,\n",
       " 'XMina_SalmanPort_of_Jebel_Ali': 1.0,\n",
       " 'XMina_SalmanPort_of_Jeddah': 0.0,\n",
       " 'XMina_SalmanPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XMina_SalmanPort_of_Latakia': 0.0,\n",
       " 'XMina_SalmanPort_of_Mersin': 0.0,\n",
       " 'XMina_SalmanPort_of_Salalah': 1.0,\n",
       " 'XMina_SalmanPort_of_Shuwaikh': 0.0,\n",
       " 'XMina_SalmanPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_AlexandriaLarnaca_Port': 0.0,\n",
       " 'XPort_of_AlexandriaMina_Salman': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Beirut': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Doha': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Gaza': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Haifa': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Latakia': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Mersin': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Salalah': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_AlexandriaPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_AqabaLarnaca_Port': 0.0,\n",
       " 'XPort_of_AqabaMina_Salman': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Beirut': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Doha': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Gaza': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Haifa': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_AqabaPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Latakia': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Mersin': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Salalah': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_AqabaPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_Bandar_AbbasLarnaca_Port': 0.0,\n",
       " 'XPort_of_Bandar_AbbasMina_Salman': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Beirut': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Doha': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Gaza': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Haifa': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Latakia': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Mersin': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Salalah': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_Bandar_AbbasPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_BeirutLarnaca_Port': 0.0,\n",
       " 'XPort_of_BeirutMina_Salman': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Beirut': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Doha': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Gaza': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Haifa': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_BeirutPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Latakia': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Mersin': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Salalah': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_BeirutPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_DohaLarnaca_Port': 0.0,\n",
       " 'XPort_of_DohaMina_Salman': 0.0,\n",
       " 'XPort_of_DohaPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_DohaPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_DohaPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_DohaPort_of_Beirut': 0.0,\n",
       " 'XPort_of_DohaPort_of_Doha': 0.0,\n",
       " 'XPort_of_DohaPort_of_Gaza': 0.0,\n",
       " 'XPort_of_DohaPort_of_Haifa': 0.0,\n",
       " 'XPort_of_DohaPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_DohaPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_DohaPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_DohaPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_DohaPort_of_Latakia': 0.0,\n",
       " 'XPort_of_DohaPort_of_Mersin': 0.0,\n",
       " 'XPort_of_DohaPort_of_Salalah': 0.0,\n",
       " 'XPort_of_DohaPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_DohaPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_GazaLarnaca_Port': 0.0,\n",
       " 'XPort_of_GazaMina_Salman': 0.0,\n",
       " 'XPort_of_GazaPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_GazaPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_GazaPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_GazaPort_of_Beirut': 0.0,\n",
       " 'XPort_of_GazaPort_of_Doha': 0.0,\n",
       " 'XPort_of_GazaPort_of_Gaza': 0.0,\n",
       " 'XPort_of_GazaPort_of_Haifa': 0.0,\n",
       " 'XPort_of_GazaPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_GazaPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_GazaPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_GazaPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_GazaPort_of_Latakia': 0.0,\n",
       " 'XPort_of_GazaPort_of_Mersin': 0.0,\n",
       " 'XPort_of_GazaPort_of_Salalah': 0.0,\n",
       " 'XPort_of_GazaPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_GazaPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_HaifaLarnaca_Port': 1.0,\n",
       " 'XPort_of_HaifaMina_Salman': 0.0,\n",
       " 'XPort_of_HaifaPort_of_Alexandria': 1.0,\n",
       " 'XPort_of_HaifaPort_of_Aqaba': 1.0,\n",
       " 'XPort_of_HaifaPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_HaifaPort_of_Beirut': 1.0,\n",
       " 'XPort_of_HaifaPort_of_Doha': 1.0,\n",
       " 'XPort_of_HaifaPort_of_Gaza': 0.0,\n",
       " 'XPort_of_HaifaPort_of_Haifa': 1.0,\n",
       " 'XPort_of_HaifaPort_of_Hodeidah': 1.0,\n",
       " 'XPort_of_HaifaPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_HaifaPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_HaifaPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_HaifaPort_of_Latakia': 1.0,\n",
       " 'XPort_of_HaifaPort_of_Mersin': 1.0,\n",
       " 'XPort_of_HaifaPort_of_Salalah': 0.0,\n",
       " 'XPort_of_HaifaPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_HaifaPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_HodeidahLarnaca_Port': 0.0,\n",
       " 'XPort_of_HodeidahMina_Salman': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Beirut': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Doha': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Gaza': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Haifa': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Latakia': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Mersin': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Salalah': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_HodeidahPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_Jebel_AliLarnaca_Port': 0.0,\n",
       " 'XPort_of_Jebel_AliMina_Salman': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Beirut': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Doha': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Gaza': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Haifa': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Latakia': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Mersin': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Salalah': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_Jebel_AliPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_JeddahLarnaca_Port': 0.0,\n",
       " 'XPort_of_JeddahMina_Salman': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Beirut': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Doha': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Gaza': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Haifa': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_JeddahPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Latakia': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Mersin': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Salalah': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_JeddahPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizLarnaca_Port': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizMina_Salman': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Beirut': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Doha': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Gaza': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Haifa': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Jeddah': 1.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_King_Abdul_Aziz': 1.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Latakia': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Mersin': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Salalah': 0.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Shuwaikh': 1.0,\n",
       " 'XPort_of_King_Abdul_AzizPort_of_Umm_Qasr': 1.0,\n",
       " 'XPort_of_LatakiaLarnaca_Port': 0.0,\n",
       " 'XPort_of_LatakiaMina_Salman': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Beirut': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Doha': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Gaza': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Haifa': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Latakia': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Mersin': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Salalah': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_LatakiaPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_MersinLarnaca_Port': 0.0,\n",
       " 'XPort_of_MersinMina_Salman': 0.0,\n",
       " 'XPort_of_MersinPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_MersinPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_MersinPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_MersinPort_of_Beirut': 0.0,\n",
       " 'XPort_of_MersinPort_of_Doha': 0.0,\n",
       " 'XPort_of_MersinPort_of_Gaza': 0.0,\n",
       " 'XPort_of_MersinPort_of_Haifa': 0.0,\n",
       " 'XPort_of_MersinPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_MersinPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_MersinPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_MersinPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_MersinPort_of_Latakia': 0.0,\n",
       " 'XPort_of_MersinPort_of_Mersin': 0.0,\n",
       " 'XPort_of_MersinPort_of_Salalah': 0.0,\n",
       " 'XPort_of_MersinPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_MersinPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_SalalahLarnaca_Port': 0.0,\n",
       " 'XPort_of_SalalahMina_Salman': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Beirut': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Doha': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Gaza': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Haifa': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_SalalahPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Latakia': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Mersin': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Salalah': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_SalalahPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_ShuwaikhLarnaca_Port': 0.0,\n",
       " 'XPort_of_ShuwaikhMina_Salman': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Beirut': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Doha': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Gaza': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Haifa': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Latakia': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Mersin': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Salalah': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_ShuwaikhPort_of_Umm_Qasr': 0.0,\n",
       " 'XPort_of_Umm_QasrLarnaca_Port': 0.0,\n",
       " 'XPort_of_Umm_QasrMina_Salman': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Alexandria': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Aqaba': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Bandar_Abbas': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Beirut': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Doha': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Gaza': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Haifa': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Hodeidah': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Jebel_Ali': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Jeddah': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_King_Abdul_Aziz': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Latakia': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Mersin': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Salalah': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Shuwaikh': 0.0,\n",
       " 'XPort_of_Umm_QasrPort_of_Umm_Qasr': 0.0}"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Solving the model\n",
    "\n",
    "prob.solve()\n",
    "\n",
    "print(\"Status:\",LpStatus[prob.status]) \n",
    "print(\"Objective: \",value(prob.objective))\n",
    "varsdict = {}\n",
    "for v in prob.variables():\n",
    "    varsdict[v.name] = v.varValue\n",
    "varsdict "
   ]
  }
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